launch: add codex model metadata catalog

---------

Co-authored-by: Parth Sareen <parth.sareen@ollama.com>

.github/workflows/release.yaml

@@ -27,7 +27,7 @@ jobs:
           echo vendorsha=$(make -f Makefile.sync print-base) | tee -a $GITHUB_OUTPUT
 
   darwin-build:
-    runs-on: macos-14-xlarge
+    runs-on: macos-26-xlarge
     environment: release
     needs: setup-environment
     env:

.github/workflows/test.yaml

@@ -51,7 +51,7 @@ jobs:
             container: nvidia/cuda:13.0.0-devel-ubuntu22.04
             flags: '-DCMAKE_CUDA_ARCHITECTURES=87'
           - preset: ROCm
-            container: rocm/dev-ubuntu-22.04:7.2
+            container: rocm/dev-ubuntu-22.04:7.2.1
             extra-packages: rocm-libs
             flags: '-DAMDGPU_TARGETS=gfx1010 -DCMAKE_PREFIX_PATH=/opt/rocm'
           - preset: Vulkan

.gitignore

@@ -15,3 +15,4 @@ __debug_bin*
 llama/build
 llama/vendor
 /ollama
+integration/testdata/models/

Dockerfile

@@ -2,7 +2,7 @@
 
 ARG FLAVOR=${TARGETARCH}
 
-ARG ROCMVERSION=7.2
+ARG ROCMVERSION=7.2.1
 ARG JETPACK5VERSION=r35.4.1
 ARG JETPACK6VERSION=r36.4.0
 ARG CMAKEVERSION=3.31.2

README.md

@@ -55,7 +55,7 @@ The official [Ollama Docker image](https://hub.docker.com/r/ollama/ollama) `olla
 ollama
 ```
 
-You'll be prompted to run a model or connect Ollama to your existing agents or applications such as `claude`, `codex`, `openclaw` and more.
+You'll be prompted to run a model or connect Ollama to your existing agents or applications such as `Claude Code`, `OpenClaw`, `OpenCode` , `Codex`, `Copilot`,  and more.
 
 ### Coding
 
@@ -65,7 +65,7 @@ To launch a specific integration:
 ollama launch claude
 ```
 
-Supported integrations include [Claude Code](https://docs.ollama.com/integrations/claude-code), [Codex](https://docs.ollama.com/integrations/codex), [Droid](https://docs.ollama.com/integrations/droid), and [OpenCode](https://docs.ollama.com/integrations/opencode).
+Supported integrations include [Claude Code](https://docs.ollama.com/integrations/claude-code), [Codex](https://docs.ollama.com/integrations/codex), [Copilot CLI](https://docs.ollama.com/integrations/copilot-cli), [Droid](https://docs.ollama.com/integrations/droid), and [OpenCode](https://docs.ollama.com/integrations/opencode).
 
 ### AI assistant
 

api/types.go

@@ -436,6 +436,7 @@ type ToolProperty struct {
 	Description string             `json:"description,omitempty"`
 	Enum        []any              `json:"enum,omitempty"`
 	Properties  *ToolPropertiesMap `json:"properties,omitempty"`
+	Required    []string           `json:"required,omitempty"`
 }
 
 // ToTypeScriptType converts a ToolProperty to a TypeScript type string

app/store/database.go

@@ -14,7 +14,7 @@ import (
 
 // currentSchemaVersion defines the current database schema version.
 // Increment this when making schema changes that require migrations.
-const currentSchemaVersion = 15
+const currentSchemaVersion = 16
 
 // database wraps the SQLite connection.
 // SQLite handles its own locking for concurrent access:
@@ -82,6 +82,7 @@ func (db *database) init() error {
 		websearch_enabled BOOLEAN NOT NULL DEFAULT 0,
 		selected_model TEXT NOT NULL DEFAULT '',
 		sidebar_open BOOLEAN NOT NULL DEFAULT 0,
+		last_home_view TEXT NOT NULL DEFAULT 'launch',
 		think_enabled BOOLEAN NOT NULL DEFAULT 0,
 		think_level TEXT NOT NULL DEFAULT '',
 		cloud_setting_migrated BOOLEAN NOT NULL DEFAULT 0,
@@ -264,6 +265,12 @@ func (db *database) migrate() error {
 				return fmt.Errorf("migrate v14 to v15: %w", err)
 			}
 			version = 15
+		case 15:
+			// add last_home_view column to settings table
+			if err := db.migrateV15ToV16(); err != nil {
+				return fmt.Errorf("migrate v15 to v16: %w", err)
+			}
+			version = 16
 		default:
 			// If we have a version we don't recognize, just set it to current
 			// This might happen during development
@@ -518,6 +525,21 @@ func (db *database) migrateV14ToV15() error {
 	return nil
 }
 
+// migrateV15ToV16 adds the last_home_view column to the settings table
+func (db *database) migrateV15ToV16() error {
+	_, err := db.conn.Exec(`ALTER TABLE settings ADD COLUMN last_home_view TEXT NOT NULL DEFAULT 'launch'`)
+	if err != nil && !duplicateColumnError(err) {
+		return fmt.Errorf("add last_home_view column: %w", err)
+	}
+
+	_, err = db.conn.Exec(`UPDATE settings SET schema_version = 16`)
+	if err != nil {
+		return fmt.Errorf("update schema version: %w", err)
+	}
+
+	return nil
+}
+
 // cleanupOrphanedData removes orphaned records that may exist due to the foreign key bug
 func (db *database) cleanupOrphanedData() error {
 	_, err := db.conn.Exec(`
@@ -1166,9 +1188,9 @@ func (db *database) getSettings() (Settings, error) {
 	var s Settings
 
 	err := db.conn.QueryRow(`
-		SELECT expose, survey, browser, models, agent, tools, working_dir, context_length, turbo_enabled, websearch_enabled, selected_model, sidebar_open, think_enabled, think_level, auto_update_enabled
+		SELECT expose, survey, browser, models, agent, tools, working_dir, context_length, turbo_enabled, websearch_enabled, selected_model, sidebar_open, last_home_view, think_enabled, think_level, auto_update_enabled
 		FROM settings
-	`).Scan(&s.Expose, &s.Survey, &s.Browser, &s.Models, &s.Agent, &s.Tools, &s.WorkingDir, &s.ContextLength, &s.TurboEnabled, &s.WebSearchEnabled, &s.SelectedModel, &s.SidebarOpen, &s.ThinkEnabled, &s.ThinkLevel, &s.AutoUpdateEnabled)
+	`).Scan(&s.Expose, &s.Survey, &s.Browser, &s.Models, &s.Agent, &s.Tools, &s.WorkingDir, &s.ContextLength, &s.TurboEnabled, &s.WebSearchEnabled, &s.SelectedModel, &s.SidebarOpen, &s.LastHomeView, &s.ThinkEnabled, &s.ThinkLevel, &s.AutoUpdateEnabled)
 	if err != nil {
 		return Settings{}, fmt.Errorf("get settings: %w", err)
 	}
@@ -1177,10 +1199,26 @@ func (db *database) getSettings() (Settings, error) {
 }
 
 func (db *database) setSettings(s Settings) error {
+	lastHomeView := strings.ToLower(strings.TrimSpace(s.LastHomeView))
+	validLaunchView := map[string]struct{}{
+		"launch":   {},
+		"openclaw": {},
+		"claude":   {},
+		"codex":    {},
+		"opencode": {},
+		"droid":    {},
+		"pi":       {},
+	}
+	if lastHomeView != "chat" {
+		if _, ok := validLaunchView[lastHomeView]; !ok {
+			lastHomeView = "launch"
+		}
+	}
+
 	_, err := db.conn.Exec(`
 		UPDATE settings
-		SET expose = ?, survey = ?, browser = ?, models = ?, agent = ?, tools = ?, working_dir = ?, context_length = ?, turbo_enabled = ?, websearch_enabled = ?, selected_model = ?, sidebar_open = ?, think_enabled = ?, think_level = ?, auto_update_enabled = ?
-	`, s.Expose, s.Survey, s.Browser, s.Models, s.Agent, s.Tools, s.WorkingDir, s.ContextLength, s.TurboEnabled, s.WebSearchEnabled, s.SelectedModel, s.SidebarOpen, s.ThinkEnabled, s.ThinkLevel, s.AutoUpdateEnabled)
+		SET expose = ?, survey = ?, browser = ?, models = ?, agent = ?, tools = ?, working_dir = ?, context_length = ?, turbo_enabled = ?, websearch_enabled = ?, selected_model = ?, sidebar_open = ?, last_home_view = ?, think_enabled = ?, think_level = ?, auto_update_enabled = ?
+	`, s.Expose, s.Survey, s.Browser, s.Models, s.Agent, s.Tools, s.WorkingDir, s.ContextLength, s.TurboEnabled, s.WebSearchEnabled, s.SelectedModel, s.SidebarOpen, lastHomeView, s.ThinkEnabled, s.ThinkLevel, s.AutoUpdateEnabled)
 	if err != nil {
 		return fmt.Errorf("set settings: %w", err)
 	}

app/store/database_test.go

@@ -135,6 +135,45 @@ func TestMigrationV13ToV14ContextLength(t *testing.T) {
 	}
 }
 
+func TestMigrationV15ToV16LastHomeViewDefaultsToLaunch(t *testing.T) {
+	tmpDir := t.TempDir()
+	dbPath := filepath.Join(tmpDir, "test.db")
+
+	db, err := newDatabase(dbPath)
+	if err != nil {
+		t.Fatalf("failed to create database: %v", err)
+	}
+	defer db.Close()
+
+	if _, err := db.conn.Exec(`
+		ALTER TABLE settings DROP COLUMN last_home_view;
+		UPDATE settings SET schema_version = 15;
+	`); err != nil {
+		t.Fatalf("failed to seed v15 settings row: %v", err)
+	}
+
+	if err := db.migrate(); err != nil {
+		t.Fatalf("migration from v15 to v16 failed: %v", err)
+	}
+
+	var lastHomeView string
+	if err := db.conn.QueryRow("SELECT last_home_view FROM settings").Scan(&lastHomeView); err != nil {
+		t.Fatalf("failed to read last_home_view: %v", err)
+	}
+
+	if lastHomeView != "launch" {
+		t.Fatalf("expected last_home_view to default to launch after migration, got %q", lastHomeView)
+	}
+
+	version, err := db.getSchemaVersion()
+	if err != nil {
+		t.Fatalf("failed to get schema version: %v", err)
+	}
+	if version != currentSchemaVersion {
+		t.Fatalf("expected schema version %d, got %d", currentSchemaVersion, version)
+	}
+}
+
 func TestChatDeletionWithCascade(t *testing.T) {
 	t.Run("chat deletion cascades to related messages", func(t *testing.T) {
 		tmpDir := t.TempDir()

app/store/store.go

@@ -167,6 +167,9 @@ type Settings struct {
 	// SidebarOpen indicates if the chat sidebar is open
 	SidebarOpen bool
 
+	// LastHomeView stores the preferred home route target ("chat" or integration name)
+	LastHomeView string
+
 	// AutoUpdateEnabled indicates if automatic updates should be downloaded
 	AutoUpdateEnabled bool
 }
@@ -389,6 +392,10 @@ func (s *Store) Settings() (Settings, error) {
 		}
 	}
 
+	if settings.LastHomeView == "" {
+		settings.LastHomeView = "launch"
+	}
+
 	return settings, nil
 }
 

app/store/store_test.go

@@ -81,6 +81,32 @@ func TestStore(t *testing.T) {
 		}
 	})
 
+	t.Run("settings default home view is launch", func(t *testing.T) {
+		loaded, err := s.Settings()
+		if err != nil {
+			t.Fatal(err)
+		}
+
+		if loaded.LastHomeView != "launch" {
+			t.Fatalf("expected default LastHomeView to be launch, got %q", loaded.LastHomeView)
+		}
+	})
+
+	t.Run("settings empty home view falls back to launch", func(t *testing.T) {
+		if err := s.SetSettings(Settings{LastHomeView: ""}); err != nil {
+			t.Fatal(err)
+		}
+
+		loaded, err := s.Settings()
+		if err != nil {
+			t.Fatal(err)
+		}
+
+		if loaded.LastHomeView != "launch" {
+			t.Fatalf("expected empty LastHomeView to fall back to launch, got %q", loaded.LastHomeView)
+		}
+	})
+
 	t.Run("window size", func(t *testing.T) {
 		if err := s.SetWindowSize(1024, 768); err != nil {
 			t.Fatal(err)

app/ui/app/codegen/gotypes.gen.ts

@@ -414,6 +414,7 @@ export class Settings {
     ThinkLevel: string;
     SelectedModel: string;
     SidebarOpen: boolean;
+    LastHomeView: string;
     AutoUpdateEnabled: boolean;
 
     constructor(source: any = {}) {
@@ -432,6 +433,7 @@ export class Settings {
         this.ThinkLevel = source["ThinkLevel"];
         this.SelectedModel = source["SelectedModel"];
         this.SidebarOpen = source["SidebarOpen"];
+        this.LastHomeView = source["LastHomeView"];
         this.AutoUpdateEnabled = source["AutoUpdateEnabled"];
     }
 }

app/ui/app/public/launch-icons/claude.svg

@@ -0,0 +1,7 @@
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+    </g>
+</svg>

app/ui/app/public/launch-icons/codex-dark.svg

@@ -0,0 +1 @@
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app/ui/app/public/launch-icons/codex.svg

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app/ui/app/public/launch-icons/openclaw.svg

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+		<path fill-rule="evenodd" class="s48" d="m283.5 385.5q3.22 2.95 7 5.5 2.8 4.03 6 7.5 0.42 2.77-2 4-15.5-9.75-31-19.5-1.79-0.98 0-1.5 9.96 2.49 20 4z"/>
+	</g>
+	<g>
+		<path fill-rule="evenodd" class="s49" d="m283.5 385.5q8.71-1.27 11.5 7 1.22 2.9 1.5 6-3.2-3.47-6-7.5-3.78-2.55-7-5.5z"/>
+	</g>
+	<g>
+		<path fill-rule="evenodd" class="s50" d="m83.5 394.5q1.88-0.06 3 1.5-2.25 0.88-3-1.5z"/>
+	</g>
+	<g>
+		<path fill-rule="evenodd" class="s51" d="m258.5 392.5q3.51 0.41 0 2.5-2.33 1.93-5 2 2.61-2.28 5-4.5z"/>
+	</g>
+	<g>
+		<path fill-rule="evenodd" class="s52" d="m111.5 392.5q0.09-0.81 1-1 1.48 4.9 1 10-1-4.5-2-9z"/>
+	</g>
+</svg>

app/ui/app/public/launch-icons/opencode.svg

@@ -0,0 +1,7 @@
+<svg xmlns="http://www.w3.org/2000/svg" version="1.1" xmlns:xlink="http://www.w3.org/1999/xlink" width="512" height="512"><svg width="512" height="512" viewBox="0 0 512 512" fill="none" xmlns="http://www.w3.org/2000/svg">
+<rect width="512" height="512" fill="#131010"></rect>
+<path d="M320 224V352H192V224H320Z" fill="#5A5858"></path>
+<path fill-rule="evenodd" clip-rule="evenodd" d="M384 416H128V96H384V416ZM320 160H192V352H320V160Z" fill="white"></path>
+</svg><style>@media (prefers-color-scheme: light) { :root { filter: none; } }
+@media (prefers-color-scheme: dark) { :root { filter: none; } }
+</style></svg>

app/ui/app/public/launch-icons/pi-dark.svg

@@ -0,0 +1,9 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 800 800">
+  <rect width="800" height="800" rx="160" fill="#fff"/>
+  <path fill="#000" fill-rule="evenodd" d="
+    M165.29 165.29 H517.36 V400 H400 V517.36 H282.65 V634.72 H165.29 Z
+    M282.65 282.65 V400 H400 V282.65 Z
+  "/>
+  <path fill="#000" d="M517.36 400 H634.72 V634.72 H517.36 Z"/>
+</svg>

app/ui/app/public/launch-icons/pi.svg

@@ -0,0 +1,9 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 800 800">
+  <rect width="800" height="800" rx="160" fill="#000"/>
+  <path fill="#fff" fill-rule="evenodd" d="
+    M165.29 165.29 H517.36 V400 H400 V517.36 H282.65 V634.72 H165.29 Z
+    M282.65 282.65 V400 H400 V282.65 Z
+  "/>
+  <path fill="#fff" d="M517.36 400 H634.72 V634.72 H517.36 Z"/>
+</svg>

app/ui/app/src/components/ChatForm.tsx

@@ -480,13 +480,15 @@ function ChatForm({
       return;
     }
 
-    // Prepare attachments for submission
-    const attachmentsToSend: FileAttachment[] = message.attachments.map(
-      (att) => ({
+    // Prepare attachments for submission, excluding unsupported images
+    const attachmentsToSend: FileAttachment[] = message.attachments
+      .filter(
+        (att) => hasVisionCapability || !isImageFile(att.filename),
+      )
+      .map((att) => ({
         filename: att.filename,
         data: att.data || new Uint8Array(0), // Empty data for existing files
-      }),
-    );
+      }));
 
     const useWebSearch =
       supportsWebSearch && webSearchEnabled && !cloudDisabled;
@@ -736,10 +738,17 @@ function ChatForm({
         )}
         {(message.attachments.length > 0 || message.fileErrors.length > 0) && (
           <div className="flex gap-2 overflow-x-auto px-3 pt pb-3 w-full scrollbar-hide">
-            {message.attachments.map((attachment, index) => (
+            {message.attachments.map((attachment, index) => {
+              const isUnsupportedImage =
+                !hasVisionCapability && isImageFile(attachment.filename);
+              return (
               <div
                 key={attachment.id}
-                className="group flex items-center gap-2 py-2 px-3 rounded-lg bg-neutral-50 dark:bg-neutral-700/50 hover:bg-neutral-100 dark:hover:bg-neutral-700 transition-colors flex-shrink-0"
+                className={`group flex items-center gap-2 py-2 px-3 rounded-lg transition-colors flex-shrink-0 ${
+                  isUnsupportedImage
+                    ? "bg-red-50 dark:bg-red-900/20 border border-red-200 dark:border-red-800"
+                    : "bg-neutral-50 dark:bg-neutral-700/50 hover:bg-neutral-100 dark:hover:bg-neutral-700"
+                }`}
               >
                 {isImageFile(attachment.filename) ? (
                   <ImageThumbnail
@@ -764,9 +773,16 @@ function ChatForm({
                     />
                   </svg>
                 )}
-                <span className="text-sm text-neutral-700 dark:text-neutral-300 max-w-[150px] truncate">
-                  {attachment.filename}
-                </span>
+                <div className="flex flex-col min-w-0">
+                  <span className={`text-sm max-w-36 truncate ${isUnsupportedImage ? "text-red-700 dark:text-red-300" : "text-neutral-700 dark:text-neutral-300"}`}>
+                    {attachment.filename}
+                  </span>
+                  {isUnsupportedImage && (
+                    <span className="text-xs text-red-600 dark:text-red-400 opacity-75">
+                      This model does not support images
+                    </span>
+                  )}
+                </div>
                 <button
                   type="button"
                   onClick={() => removeFile(index)}
@@ -788,7 +804,8 @@ function ChatForm({
                   </svg>
                 </button>
               </div>
-            ))}
+              );
+            })}
             {message.fileErrors.map((fileError, index) => (
               <div
                 key={`error-${index}`}

app/ui/app/src/components/ChatSidebar.tsx

@@ -6,12 +6,13 @@ import { getChat } from "@/api";
 import { Link } from "@/components/ui/link";
 import { useState, useRef, useEffect, useCallback, useMemo } from "react";
 import { ChatsResponse } from "@/gotypes";
-import { CogIcon } from "@heroicons/react/24/outline";
+import { CogIcon, RocketLaunchIcon } from "@heroicons/react/24/outline";
 
 // there's a hidden debug feature to copy a chat's data to the clipboard by
 // holding shift and clicking this many times within this many seconds
 const DEBUG_SHIFT_CLICKS_REQUIRED = 5;
 const DEBUG_SHIFT_CLICK_WINDOW_MS = 7000; // 7 seconds
+const launchSidebarRequestedKey = "ollama.launchSidebarRequested";
 
 interface ChatSidebarProps {
   currentChatId?: string;
@@ -267,9 +268,8 @@ export function ChatSidebar({ currentChatId }: ChatSidebarProps) {
         <Link
           href="/c/new"
           mask={{ to: "/" }}
-          className={`flex w-full items-center gap-3 rounded-lg px-2 py-2 text-left text-sm text-neutral-700 hover:bg-neutral-100 dark:hover:bg-neutral-800 dark:text-neutral-100 ${
-            currentChatId === "new" ? "bg-neutral-100 dark:bg-neutral-800" : ""
-          }`}
+          className={`flex w-full items-center gap-3 rounded-lg px-2 py-2 text-left text-sm text-neutral-700 hover:bg-neutral-100 dark:hover:bg-neutral-800 dark:text-neutral-100 ${currentChatId === "new" ? "bg-neutral-100 dark:bg-neutral-800" : ""
+            }`}
           draggable={false}
         >
           <svg
@@ -283,6 +283,23 @@ export function ChatSidebar({ currentChatId }: ChatSidebarProps) {
           </svg>
           <span className="truncate">New Chat</span>
         </Link>
+        <Link
+          to="/c/$chatId"
+          params={{ chatId: "launch" }}
+          onClick={() => {
+            if (currentChatId !== "launch") {
+              sessionStorage.setItem(launchSidebarRequestedKey, "1");
+            }
+          }}
+          className={`flex w-full items-center gap-3 rounded-lg px-2 py-2 text-left text-sm text-neutral-700 hover:bg-neutral-100 dark:hover:bg-neutral-800 dark:text-neutral-100 cursor-pointer ${currentChatId === "launch"
+            ? "bg-neutral-100 dark:bg-neutral-800"
+            : ""
+            }`}
+          draggable={false}
+        >
+          <RocketLaunchIcon className="h-5 w-5 stroke-current" />
+          <span className="truncate">Launch</span>
+        </Link>
         {isWindows && (
           <Link
             href="/settings"
@@ -304,19 +321,18 @@ export function ChatSidebar({ currentChatId }: ChatSidebarProps) {
               {group.chats.map((chat) => (
                 <div
                   key={chat.id}
-                  className={`allow-context-menu flex items-center relative text-sm text-neutral-800 dark:text-neutral-400 rounded-lg hover:bg-neutral-100 dark:hover:bg-neutral-800 ${
-                    chat.id === currentChatId
-                      ? "bg-neutral-100 text-black dark:bg-neutral-800"
-                      : ""
-                  }`}
+                  className={`allow-context-menu flex items-center relative text-sm text-neutral-800 dark:text-neutral-400 rounded-lg hover:bg-neutral-100 dark:hover:bg-neutral-800 ${chat.id === currentChatId
+                    ? "bg-neutral-100 text-black dark:bg-neutral-800"
+                    : ""
+                    }`}
                   onMouseEnter={() => handleMouseEnter(chat.id)}
                   onContextMenu={(e) =>
                     handleContextMenu(
                       e,
                       chat.id,
                       chat.title ||
-                        chat.userExcerpt ||
-                        chat.createdAt.toLocaleString(),
+                      chat.userExcerpt ||
+                      chat.createdAt.toLocaleString(),
                     )
                   }
                 >

app/ui/app/src/components/CopyButton.tsx

@@ -10,6 +10,7 @@ interface CopyButtonProps {
   showLabels?: boolean;
   className?: string;
   title?: string;
+  onCopy?: () => void;
 }
 
 const CopyButton: React.FC<CopyButtonProps> = ({
@@ -20,6 +21,7 @@ const CopyButton: React.FC<CopyButtonProps> = ({
   showLabels = false,
   className = "",
   title = "",
+  onCopy,
 }) => {
   const [isCopied, setIsCopied] = useState(false);
 
@@ -48,12 +50,14 @@ const CopyButton: React.FC<CopyButtonProps> = ({
       }
 
       setIsCopied(true);
+      onCopy?.();
       setTimeout(() => setIsCopied(false), 2000);
     } catch (error) {
       console.error("Clipboard API failed, falling back to plain text", error);
       try {
         await navigator.clipboard.writeText(content);
         setIsCopied(true);
+        onCopy?.();
         setTimeout(() => setIsCopied(false), 2000);
       } catch (fallbackError) {
         console.error("Fallback copy also failed:", fallbackError);

app/ui/app/src/components/LaunchCommands.tsx

@@ -0,0 +1,133 @@
+import { useSettings } from "@/hooks/useSettings";
+import CopyButton from "@/components/CopyButton";
+
+interface LaunchCommand {
+  id: string;
+  name: string;
+  command: string;
+  description: string;
+  icon: string;
+  darkIcon?: string;
+  iconClassName?: string;
+  borderless?: boolean;
+}
+
+const LAUNCH_COMMANDS: LaunchCommand[] = [
+  {
+    id: "openclaw",
+    name: "OpenClaw",
+    command: "ollama launch openclaw",
+    description: "Personal AI with 100+ skills",
+    icon: "/launch-icons/openclaw.svg",
+  },
+  {
+    id: "claude",
+    name: "Claude",
+    command: "ollama launch claude",
+    description: "Anthropic's coding tool with subagents",
+    icon: "/launch-icons/claude.svg",
+    iconClassName: "h-7 w-7",
+  },
+  {
+    id: "codex",
+    name: "Codex",
+    command: "ollama launch codex",
+    description: "OpenAI's open-source coding agent",
+    icon: "/launch-icons/codex.svg",
+    darkIcon: "/launch-icons/codex-dark.svg",
+    iconClassName: "h-7 w-7",
+  },
+  {
+    id: "opencode",
+    name: "OpenCode",
+    command: "ollama launch opencode",
+    description: "Anomaly's open-source coding agent",
+    icon: "/launch-icons/opencode.svg",
+    iconClassName: "h-7 w-7 rounded",
+  },
+  {
+    id: "droid",
+    name: "Droid",
+    command: "ollama launch droid",
+    description: "Factory's coding agent across terminal and IDEs",
+    icon: "/launch-icons/droid.svg",
+  },
+  {
+    id: "pi",
+    name: "Pi",
+    command: "ollama launch pi",
+    description: "Minimal AI agent toolkit with plugin support",
+    icon: "/launch-icons/pi.svg",
+    darkIcon: "/launch-icons/pi-dark.svg",
+    iconClassName: "h-7 w-7",
+  },
+];
+
+export default function LaunchCommands() {
+  const isWindows = navigator.platform.toLowerCase().includes("win");
+  const { setSettings } = useSettings();
+
+  const renderCommandCard = (item: LaunchCommand) => (
+    <div key={item.command} className="w-full text-left">
+      <div className="flex items-start gap-4 sm:gap-5">
+        <div
+          aria-hidden="true"
+          className={`flex h-10 w-10 shrink-0 items-center justify-center rounded-lg overflow-hidden ${item.borderless ? "" : "border border-neutral-200 bg-white dark:border-neutral-700 dark:bg-neutral-900"}`}
+        >
+          {item.darkIcon ? (
+            <picture>
+              <source srcSet={item.darkIcon} media="(prefers-color-scheme: dark)" />
+              <img src={item.icon} alt="" className={`${item.iconClassName ?? "h-8 w-8"} rounded-sm`} />
+            </picture>
+          ) : (
+            <img src={item.icon} alt="" className={item.borderless ? "h-full w-full rounded-xl" : `${item.iconClassName ?? "h-8 w-8"} rounded-sm`} />
+          )}
+        </div>
+
+        <div className="min-w-0 flex-1">
+          <span className="text-sm font-medium text-neutral-900 dark:text-neutral-100">
+            {item.name}
+          </span>
+          <p className="mt-0.5 text-xs text-neutral-500 dark:text-neutral-400">
+            {item.description}
+          </p>
+          <div className="mt-2 flex items-center gap-2 rounded-xl border-neutral-200 dark:border-neutral-700 bg-neutral-50 dark:bg-neutral-800 px-3 py-2">
+            <code className="min-w-0 flex-1 truncate text-xs text-neutral-600 dark:text-neutral-300">
+              {item.command}
+            </code>
+            <CopyButton
+              content={item.command}
+              size="md"
+              title="Copy command to clipboard"
+              className="text-neutral-500 dark:text-neutral-400 hover:text-neutral-700 dark:hover:text-neutral-200 hover:bg-neutral-200/60 dark:hover:bg-neutral-700/70"
+              onCopy={() => {
+                setSettings({ LastHomeView: item.id }).catch(() => { });
+              }}
+            />
+          </div>
+        </div>
+      </div>
+    </div>
+  );
+
+  return (
+    <main className="flex h-screen w-full flex-col relative">
+      <section
+        className={`flex-1 overflow-y-auto overscroll-contain relative min-h-0 ${isWindows ? "xl:pt-4" : "xl:pt-8"}`}
+      >
+        <div className="max-w-[730px] mx-auto w-full px-4 pt-4 pb-20 sm:px-6 sm:pt-6 sm:pb-24 lg:px-8 lg:pt-8 lg:pb-28">
+          <h1 className="text-xl font-semibold text-neutral-900 dark:text-neutral-100">
+            Launch
+          </h1>
+          <p className="mt-1 text-sm text-neutral-500 dark:text-neutral-400">
+            Copy a command and run it in your terminal.
+          </p>
+
+          <div className="mt-6 grid gap-7">
+            {LAUNCH_COMMANDS.map(renderCommandCard)}
+          </div>
+        </div>
+      </section>
+    </main>
+  );
+}

app/ui/app/src/components/Message.tsx

@@ -536,7 +536,7 @@ function ToolCallDisplay({
     let args: Record<string, unknown> | null = null;
     try {
       args = JSON.parse(toolCall.function.arguments) as Record<string, unknown>;
-    } catch (e) {
+    } catch {
       args = null;
     }
     const query = args && typeof args.query === "string" ? args.query : "";
@@ -562,7 +562,7 @@ function ToolCallDisplay({
     let args: Record<string, unknown> | null = null;
     try {
       args = JSON.parse(toolCall.function.arguments) as Record<string, unknown>;
-    } catch (e) {
+    } catch {
       args = null;
     }
     const url = args && typeof args.url === "string" ? args.url : "";

app/ui/app/src/components/MessageList.tsx

@@ -73,7 +73,7 @@ export default function MessageList({
                     ? String(args.url).trim()
                     : "";
               if (candidate) lastQuery = candidate;
-            } catch {}
+            } catch { /* ignored */ }
           }
         }
       }

app/ui/app/src/components/Settings.tsx

@@ -273,6 +273,10 @@ export default function Settings() {
   }
 
   const isWindows = navigator.platform.toLowerCase().includes("win");
+  const handleCloseSettings = () => {
+    const chatId = settings.LastHomeView === "chat" ? "new" : "launch";
+    navigate({ to: "/c/$chatId", params: { chatId } });
+  };
 
   return (
     <main className="flex h-screen w-full flex-col select-none dark:bg-neutral-900">
@@ -286,7 +290,7 @@ export default function Settings() {
         >
           {isWindows && (
             <button
-              onClick={() => navigate({ to: "/" })}
+              onClick={handleCloseSettings}
               className="hover:bg-neutral-100 mr-3 dark:hover:bg-neutral-800 rounded-full p-1.5"
             >
               <ArrowLeftIcon className="w-5 h-5 dark:text-white" />
@@ -296,7 +300,7 @@ export default function Settings() {
         </h1>
         {!isWindows && (
           <button
-            onClick={() => navigate({ to: "/" })}
+            onClick={handleCloseSettings}
             className="p-1 hover:bg-neutral-100 mr-3 dark:hover:bg-neutral-800 rounded-full"
           >
             <XMarkIcon className="w-6 h-6 dark:text-white" />

app/ui/app/src/components/ui/badge.tsx

@@ -65,7 +65,7 @@ export const BadgeButton = forwardRef(function BadgeButton(
     ),
   ref: React.ForwardedRef<HTMLElement>,
 ) {
-  let classes = clsx(
+  const classes = clsx(
     className,
     "group relative inline-flex rounded-md focus:not-data-focus:outline-hidden data-focus:outline-2 data-focus:outline-offset-2 data-focus:outline-blue-500",
   );

app/ui/app/src/components/ui/button.tsx

@@ -171,7 +171,7 @@ export const Button = forwardRef(function Button(
   { color, outline, plain, className, children, ...props }: ButtonProps,
   ref: React.ForwardedRef<HTMLElement>,
 ) {
-  let classes = clsx(
+  const classes = clsx(
     className,
     styles.base,
     outline

app/ui/app/src/hooks/useChats.ts

@@ -381,7 +381,7 @@ export const useSendMessage = (chatId: string) => {
                     role: "assistant",
                     content: "",
                     thinking: "",
-                    model: effectiveModel,
+                    model: effectiveModel.model,
                   }),
                 );
                 lastMessage = newMessages[newMessages.length - 1];
@@ -433,7 +433,7 @@ export const useSendMessage = (chatId: string) => {
                     role: "assistant",
                     content: "",
                     thinking: "",
-                    model: effectiveModel,
+                    model: effectiveModel.model,
                   }),
                 );
                 lastMessage = newMessages[newMessages.length - 1];
@@ -520,7 +520,7 @@ export const useSendMessage = (chatId: string) => {
                     thinkingTimeStart:
                       lastMessage.thinkingTimeStart || event.thinkingTimeStart,
                     thinkingTimeEnd: event.thinkingTimeEnd,
-                    model: selectedModel,
+                    model: selectedModel.model,
                   });
                   newMessages[newMessages.length - 1] = updatedMessage;
                 } else {
@@ -533,7 +533,7 @@ export const useSendMessage = (chatId: string) => {
                       tool_calls: event.toolCalls,
                       thinkingTimeStart: event.thinkingTimeStart,
                       thinkingTimeEnd: event.thinkingTimeEnd,
-                      model: selectedModel,
+                      model: selectedModel.model,
                     }),
                   );
                 }
@@ -699,7 +699,7 @@ export const useSendMessage = (chatId: string) => {
             queryClient.setQueryData(["chat", newId], {
               chat: new Chat({
                 id: newId,
-                model: effectiveModel,
+                model: effectiveModel.model,
                 messages: [
                   new Message({
                     role: "user",

app/ui/app/src/hooks/useSettings.ts

@@ -9,6 +9,7 @@ interface SettingsState {
   webSearchEnabled: boolean;
   selectedModel: string;
   sidebarOpen: boolean;
+  lastHomeView: string;
   thinkEnabled: boolean;
   thinkLevel: string;
 }
@@ -21,6 +22,7 @@ type SettingsUpdate = Partial<{
   ThinkLevel: string;
   SelectedModel: string;
   SidebarOpen: boolean;
+  LastHomeView: string;
 }>;
 
 export function useSettings() {
@@ -50,6 +52,7 @@ export function useSettings() {
       thinkLevel: settingsData?.settings?.ThinkLevel ?? "none",
       selectedModel: settingsData?.settings?.SelectedModel ?? "",
       sidebarOpen: settingsData?.settings?.SidebarOpen ?? false,
+      lastHomeView: settingsData?.settings?.LastHomeView ?? "launch",
     }),
     [settingsData?.settings],
   );

app/ui/app/src/routes/c.$chatId.tsx

@@ -4,12 +4,37 @@ import Chat from "@/components/Chat";
 import { getChat } from "@/api";
 import { SidebarLayout } from "@/components/layout/layout";
 import { ChatSidebar } from "@/components/ChatSidebar";
+import LaunchCommands from "@/components/LaunchCommands";
+import { useEffect, useRef } from "react";
+import { useSettings } from "@/hooks/useSettings";
+
+const launchSidebarRequestedKey = "ollama.launchSidebarRequested";
+const launchSidebarSeenKey = "ollama.launchSidebarSeen";
+const fallbackSessionState = new Map<string, string>();
+
+function getSessionState() {
+  if (typeof sessionStorage !== "undefined") {
+    return sessionStorage;
+  }
+
+  return {
+    getItem(key: string) {
+      return fallbackSessionState.get(key) ?? null;
+    },
+    setItem(key: string, value: string) {
+      fallbackSessionState.set(key, value);
+    },
+    removeItem(key: string) {
+      fallbackSessionState.delete(key);
+    },
+  };
+}
 
 export const Route = createFileRoute("/c/$chatId")({
   component: RouteComponent,
   loader: async ({ context, params }) => {
-    // Skip loading for "new" chat
-    if (params.chatId !== "new") {
+    // Skip loading for special non-chat views
+    if (params.chatId !== "new" && params.chatId !== "launch") {
       context.queryClient.ensureQueryData({
         queryKey: ["chat", params.chatId],
         queryFn: () => getChat(params.chatId),
@@ -21,13 +46,70 @@ export const Route = createFileRoute("/c/$chatId")({
 
 function RouteComponent() {
   const { chatId } = Route.useParams();
+  const { settingsData, setSettings } = useSettings();
+  const previousChatIdRef = useRef<string | null>(null);
 
-  // Always call hooks at the top level - use a flag to skip data when chatId is "new"
+  // Always call hooks at the top level - use a flag to skip data when chatId is a special view
   const {
     data: chatData,
     isLoading: chatLoading,
     error: chatError,
-  } = useChat(chatId === "new" ? "" : chatId);
+  } = useChat(chatId === "new" || chatId === "launch" ? "" : chatId);
+
+  useEffect(() => {
+    if (!settingsData) {
+      return;
+    }
+
+    const previousChatId = previousChatIdRef.current;
+    previousChatIdRef.current = chatId;
+
+    if (chatId === "launch") {
+      const sessionState = getSessionState();
+      const shouldOpenSidebar =
+        previousChatId !== "launch" &&
+        (() => {
+          if (sessionState.getItem(launchSidebarRequestedKey) === "1") {
+            sessionState.removeItem(launchSidebarRequestedKey);
+            sessionState.setItem(launchSidebarSeenKey, "1");
+            return true;
+          }
+
+          if (sessionState.getItem(launchSidebarSeenKey) !== "1") {
+            sessionState.setItem(launchSidebarSeenKey, "1");
+            return true;
+          }
+
+          return false;
+        })();
+      const updates: { LastHomeView?: string; SidebarOpen?: boolean } = {};
+
+      if (settingsData.LastHomeView !== "launch") {
+        updates.LastHomeView = "launch";
+      }
+
+      if (shouldOpenSidebar && !settingsData.SidebarOpen) {
+        updates.SidebarOpen = true;
+      }
+
+      if (Object.keys(updates).length === 0) {
+        return;
+      }
+
+      setSettings(updates).catch(() => {
+        // Best effort persistence for home view preference.
+      });
+      return;
+    }
+
+    if (settingsData.LastHomeView === "chat") {
+      return;
+    }
+
+    setSettings({ LastHomeView: "chat" }).catch(() => {
+      // Best effort persistence for home view preference.
+    });
+  }, [chatId, settingsData, setSettings]);
 
   // Handle "new" chat case - just use Chat component which handles everything
   if (chatId === "new") {
@@ -38,6 +120,14 @@ function RouteComponent() {
     );
   }
 
+  if (chatId === "launch") {
+    return (
+      <SidebarLayout sidebar={<ChatSidebar currentChatId={chatId} />}>
+        <LaunchCommands />
+      </SidebarLayout>
+    );
+  }
+
   // Handle existing chat case
   if (chatLoading) {
     return (

app/ui/app/src/routes/index.tsx

@@ -1,10 +1,18 @@
 import { createFileRoute, redirect } from "@tanstack/react-router";
+import { getSettings } from "@/api";
 
 export const Route = createFileRoute("/")({
-  beforeLoad: () => {
+  beforeLoad: async ({ context }) => {
+    const settingsData = await context.queryClient.ensureQueryData({
+      queryKey: ["settings"],
+      queryFn: getSettings,
+    });
+    const chatId =
+      settingsData?.settings?.LastHomeView === "chat" ? "new" : "launch";
+
     throw redirect({
       to: "/c/$chatId",
-      params: { chatId: "new" },
+      params: { chatId },
       mask: {
         to: "/",
       },

app/ui/app/src/utils/clipboard.test.ts

@@ -0,0 +1,57 @@
+import { describe, expect, it, vi, beforeEach } from "vitest";
+import { copyTextToClipboard } from "./clipboard";
+
+describe("copyTextToClipboard", () => {
+  beforeEach(() => {
+    vi.restoreAllMocks();
+  });
+
+  it("copies via Clipboard API when available", async () => {
+    const writeText = vi.fn().mockResolvedValue(undefined);
+    vi.stubGlobal("navigator", {
+      clipboard: {
+        writeText,
+      },
+    });
+
+    const copied = await copyTextToClipboard("ollama launch claude");
+
+    expect(copied).toBe(true);
+    expect(writeText).toHaveBeenCalledWith("ollama launch claude");
+  });
+
+  it("falls back to execCommand when Clipboard API fails", async () => {
+    const writeText = vi.fn().mockRejectedValue(new Error("not allowed"));
+    vi.stubGlobal("navigator", {
+      clipboard: {
+        writeText,
+      },
+    });
+
+    const textarea = {
+      value: "",
+      setAttribute: vi.fn(),
+      style: {} as Record<string, string>,
+      focus: vi.fn(),
+      select: vi.fn(),
+    };
+    const appendChild = vi.fn();
+    const removeChild = vi.fn();
+    const execCommand = vi.fn().mockReturnValue(true);
+    vi.stubGlobal("document", {
+      createElement: vi.fn().mockReturnValue(textarea),
+      body: {
+        appendChild,
+        removeChild,
+      },
+      execCommand,
+    });
+
+    const copied = await copyTextToClipboard("ollama launch openclaw");
+
+    expect(copied).toBe(true);
+    expect(execCommand).toHaveBeenCalledWith("copy");
+    expect(appendChild).toHaveBeenCalled();
+    expect(removeChild).toHaveBeenCalled();
+  });
+});

app/ui/app/src/utils/clipboard.ts

@@ -0,0 +1,30 @@
+export async function copyTextToClipboard(text: string): Promise<boolean> {
+  try {
+    await navigator.clipboard.writeText(text);
+    return true;
+  } catch (clipboardError) {
+    console.error(
+      "Clipboard API failed, falling back to execCommand",
+      clipboardError,
+    );
+  }
+
+  try {
+    const textarea = document.createElement("textarea");
+    textarea.value = text;
+    textarea.setAttribute("readonly", "true");
+    textarea.style.position = "fixed";
+    textarea.style.left = "-9999px";
+    textarea.style.opacity = "0";
+    document.body.appendChild(textarea);
+    textarea.focus();
+    textarea.select();
+
+    const copied = document.execCommand("copy");
+    document.body.removeChild(textarea);
+    return copied;
+  } catch (fallbackError) {
+    console.error("Fallback copy failed", fallbackError);
+    return false;
+  }
+}

app/ui/app/src/utils/fileValidation.test.ts

@@ -29,13 +29,15 @@ describe("fileValidation", () => {
       expect(result.valid).toBe(true);
     });
 
-    it("should reject WebP images when vision capability is disabled", () => {
+    it("should accept images regardless of vision capability", () => {
+      // Vision capability check is handled at the UI layer (ChatForm),
+      // not at validation time, so users can switch models without
+      // needing to re-upload files.
       const file = createMockFile("test.webp", 1024, "image/webp");
       const result = validateFile(file, {
         hasVisionCapability: false,
       });
-      expect(result.valid).toBe(false);
-      expect(result.error).toBe("This model does not support images");
+      expect(result.valid).toBe(true);
     });
 
     it("should accept PNG images when vision capability is enabled", () => {

app/ui/app/src/utils/fileValidation.ts

@@ -63,7 +63,6 @@ export function validateFile(
   const {
     maxFileSize = 10,
     allowedExtensions = [...TEXT_FILE_EXTENSIONS, ...IMAGE_EXTENSIONS],
-    hasVisionCapability = false,
     customValidator,
   } = options;
 
@@ -83,10 +82,6 @@ export function validateFile(
     return { valid: false, error: "File type not supported" };
   }
 
-  if (IMAGE_EXTENSIONS.includes(fileExtension) && !hasVisionCapability) {
-    return { valid: false, error: "This model does not support images" };
-  }
-
   // File size validation
   if (file.size > MAX_FILE_SIZE) {
     return { valid: false, error: "File too large" };

app/ui/app/src/utils/mergeModels.ts

@@ -2,27 +2,28 @@ import { Model } from "@/gotypes";
 
 // Featured models list (in priority order)
 export const FEATURED_MODELS = [
+  "kimi-k2.5:cloud",
+  "glm-5:cloud",
+  "minimax-m2.7:cloud",
+  "gemma4:31b-cloud",
+  "qwen3.5:397b-cloud",
   "gpt-oss:120b-cloud",
   "gpt-oss:20b-cloud",
   "deepseek-v3.1:671b-cloud",
-  "qwen3-coder:480b-cloud",
-  "qwen3-vl:235b-cloud",
-  "minimax-m2:cloud",
-  "glm-4.6:cloud",
   "gpt-oss:120b",
   "gpt-oss:20b",
-  "gemma3:27b",
-  "gemma3:12b",
-  "gemma3:4b",
-  "gemma3:1b",
+  "gemma4:31b",
+  "gemma4:26b",
+  "gemma4:e4b",
+  "gemma4:e2b",
   "deepseek-r1:8b",
   "qwen3-coder:30b",
   "qwen3-vl:30b",
   "qwen3-vl:8b",
   "qwen3-vl:4b",
-  "qwen3:30b",
-  "qwen3:8b",
-  "qwen3:4b",
+  "qwen3.5:27b",
+  "qwen3.5:9b",
+  "qwen3.5:4b",
 ];
 
 function alphabeticalSort(a: Model, b: Model): number {

app/ui/ui.go

@@ -342,8 +342,18 @@ func (t *userAgentTransport) RoundTrip(req *http.Request) (*http.Response, error
 
 // httpClient returns an HTTP client that automatically adds the User-Agent header
 func (s *Server) httpClient() *http.Client {
+	return userAgentHTTPClient(10 * time.Second)
+}
+
+// inferenceClient uses almost the same HTTP client, but without a timeout so
+// long requests aren't truncated
+func (s *Server) inferenceClient() *api.Client {
+	return api.NewClient(envconfig.Host(), userAgentHTTPClient(0))
+}
+
+func userAgentHTTPClient(timeout time.Duration) *http.Client {
 	return &http.Client{
-		Timeout: 10 * time.Second,
+		Timeout: timeout,
 		Transport: &userAgentTransport{
 			base: http.DefaultTransport,
 		},
@@ -721,11 +731,7 @@ func (s *Server) chat(w http.ResponseWriter, r *http.Request) error {
 	_, cancelLoading := context.WithCancel(ctx)
 	loading := false
 
-	c, err := api.ClientFromEnvironment()
-	if err != nil {
-		cancelLoading()
-		return err
-	}
+	c := s.inferenceClient()
 
 	// Check if the model exists locally by trying to show it
 	// TODO (jmorganca): skip this round trip and instead just act
@@ -1682,7 +1688,6 @@ func supportsBrowserTools(model string) bool {
 	return strings.HasPrefix(strings.ToLower(model), "gpt-oss")
 }
 
-
 // buildChatRequest converts store.Chat to api.ChatRequest
 func (s *Server) buildChatRequest(chat *store.Chat, model string, think any, availableTools []map[string]any) (*api.ChatRequest, error) {
 	var msgs []api.Message

app/ui/ui_test.go

@@ -15,6 +15,7 @@ import (
 	"sync/atomic"
 	"testing"
 
+	"github.com/ollama/ollama/api"
 	"github.com/ollama/ollama/app/store"
 	"github.com/ollama/ollama/app/updater"
 )
@@ -526,6 +527,33 @@ func TestUserAgentTransport(t *testing.T) {
 	t.Logf("User-Agent transport successfully set: %s", receivedUA)
 }
 
+func TestInferenceClientUsesUserAgent(t *testing.T) {
+	var gotUserAgent atomic.Value
+	ts := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		gotUserAgent.Store(r.Header.Get("User-Agent"))
+		w.Header().Set("Content-Type", "application/json")
+		w.Write([]byte(`{}`))
+	}))
+	defer ts.Close()
+
+	t.Setenv("OLLAMA_HOST", ts.URL)
+
+	server := &Server{}
+	client := server.inferenceClient()
+
+	_, err := client.Show(context.Background(), &api.ShowRequest{Model: "test"})
+	if err != nil {
+		t.Fatalf("show request failed: %v", err)
+	}
+
+	receivedUA, _ := gotUserAgent.Load().(string)
+	expectedUA := userAgent()
+
+	if receivedUA != expectedUA {
+		t.Errorf("User-Agent mismatch\nExpected: %s\nReceived: %s", expectedUA, receivedUA)
+	}
+}
+
 func TestSupportsBrowserTools(t *testing.T) {
 	tests := []struct {
 		model string

cmd/bench/bench.go

@@ -32,6 +32,7 @@ type flagOptions struct {
 	verbose      *bool
 	warmup       *int
 	promptTokens *int
+	numCtx       *int
 }
 
 type Metrics struct {
@@ -48,6 +49,7 @@ type ModelInfo struct {
 	Family            string
 	SizeBytes         int64
 	VRAMBytes         int64
+	NumCtx            int64
 }
 
 const DefaultPrompt = `Please write a descriptive story about a llama named Alonso who grows up to be President of the Land of Llamas. Include details about Alonso's childhood, adolescent years, and how he grew up to be a political mover and shaker. Write the story with a sense of whimsy.`
@@ -64,9 +66,12 @@ var promptWordList = []string{
 	"old", "stone", "bridge", "that", "crosses", "winding", "river",
 }
 
+// tokensPerWord is the calibrated ratio of tokens to words for the current model.
+// Initialized with a heuristic, then updated during warmup based on actual tokenization.
+var tokensPerWord = 1.3
+
 func generatePromptForTokenCount(targetTokens int, epoch int) string {
-	// ~1.3 tokens per word heuristic
-	targetWords := int(float64(targetTokens) / 1.3)
+	targetWords := int(float64(targetTokens) / tokensPerWord)
 	if targetWords < 1 {
 		targetWords = 1
 	}
@@ -81,6 +86,17 @@ func generatePromptForTokenCount(targetTokens int, epoch int) string {
 	return strings.Join(words, " ")
 }
 
+// calibratePromptTokens adjusts tokensPerWord based on actual tokenization from a warmup run.
+func calibratePromptTokens(targetTokens, actualTokens, wordCount int) {
+	if actualTokens <= 0 || wordCount <= 0 {
+		return
+	}
+	tokensPerWord = float64(actualTokens) / float64(wordCount)
+	newWords := int(float64(targetTokens) / tokensPerWord)
+	fmt.Fprintf(os.Stderr, "bench: calibrated %.2f tokens/word (target=%d, got=%d, words=%d → %d)\n",
+		tokensPerWord, targetTokens, actualTokens, wordCount, newWords)
+}
+
 func buildGenerateRequest(model string, fOpt flagOptions, imgData api.ImageData, epoch int) *api.GenerateRequest {
 	options := make(map[string]interface{})
 	if *fOpt.maxTokens > 0 {
@@ -90,6 +106,9 @@ func buildGenerateRequest(model string, fOpt flagOptions, imgData api.ImageData,
 	if fOpt.seed != nil && *fOpt.seed > 0 {
 		options["seed"] = *fOpt.seed
 	}
+	if fOpt.numCtx != nil && *fOpt.numCtx > 0 {
+		options["num_ctx"] = *fOpt.numCtx
+	}
 
 	var keepAliveDuration *api.Duration
 	if *fOpt.keepAlive > 0 {
@@ -146,7 +165,6 @@ func fetchMemoryUsage(ctx context.Context, client *api.Client, model string) (si
 			return m.Size, m.SizeVRAM
 		}
 	}
-	// Try prefix match (model names may include :latest or tags)
 	for _, m := range resp.Models {
 		if strings.HasPrefix(m.Name, model) || strings.HasPrefix(m.Model, model) {
 			return m.Size, m.SizeVRAM
@@ -155,6 +173,19 @@ func fetchMemoryUsage(ctx context.Context, client *api.Client, model string) (si
 	return 0, 0
 }
 
+func fetchContextLength(ctx context.Context, client *api.Client, model string) int64 {
+	resp, err := client.ListRunning(ctx)
+	if err != nil {
+		return 0
+	}
+	for _, m := range resp.Models {
+		if m.Name == model || m.Model == model || strings.HasPrefix(m.Name, model) || strings.HasPrefix(m.Model, model) {
+			return int64(m.ContextLength)
+		}
+	}
+	return 0
+}
+
 func outputFormatHeader(w io.Writer, format string, verbose bool) {
 	switch format {
 	case "benchstat":
@@ -177,8 +208,12 @@ func outputModelInfo(w io.Writer, format string, info ModelInfo) {
 	if info.SizeBytes > 0 {
 		memStr = fmt.Sprintf(" | Size: %d | VRAM: %d", info.SizeBytes, info.VRAMBytes)
 	}
-	fmt.Fprintf(w, "# Model: %s | Params: %s | Quant: %s | Family: %s%s\n",
-		info.Name, params, quant, family, memStr)
+	ctxStr := ""
+	if info.NumCtx > 0 {
+		ctxStr = fmt.Sprintf(" | NumCtx: %d", info.NumCtx)
+	}
+	fmt.Fprintf(w, "# Model: %s | Params: %s | Quant: %s | Family: %s%s%s\n",
+		info.Name, params, quant, family, memStr, ctxStr)
 }
 
 func OutputMetrics(w io.Writer, format string, metrics []Metrics, verbose bool) {
@@ -276,21 +311,38 @@ func BenchmarkModel(fOpt flagOptions) error {
 			req := buildGenerateRequest(model, fOpt, imgData, -(i + 1))
 			ctx, cancel := context.WithTimeout(context.Background(), time.Duration(*fOpt.timeout)*time.Second)
 
+			var warmupMetrics *api.Metrics
 			err = client.Generate(ctx, req, func(resp api.GenerateResponse) error {
+				if resp.Done {
+					warmupMetrics = &resp.Metrics
+				}
 				return nil
 			})
 			cancel()
 
 			if err != nil {
 				fmt.Fprintf(os.Stderr, "WARNING: Warmup %d/%d for %s failed: %v\n", i+1, *fOpt.warmup, model, err)
-			} else if *fOpt.debug {
-				fmt.Fprintf(os.Stderr, "Warmup %d/%d for %s complete\n", i+1, *fOpt.warmup, model)
+			} else {
+				if *fOpt.debug {
+					fmt.Fprintf(os.Stderr, "Warmup %d/%d for %s complete\n", i+1, *fOpt.warmup, model)
+				}
+				// Calibrate prompt token count on last warmup run
+				if i == *fOpt.warmup-1 && *fOpt.promptTokens > 0 && warmupMetrics != nil {
+					prompt := generatePromptForTokenCount(*fOpt.promptTokens, -(i + 1))
+					wordCount := len(strings.Fields(prompt))
+					calibratePromptTokens(*fOpt.promptTokens, warmupMetrics.PromptEvalCount, wordCount)
+				}
 			}
 		}
 
-		// Fetch memory usage once after warmup (model is loaded and stable)
+		// Fetch memory/context info once after warmup (model is loaded and stable)
 		memCtx, memCancel := context.WithTimeout(context.Background(), 5*time.Second)
 		info.SizeBytes, info.VRAMBytes = fetchMemoryUsage(memCtx, client, model)
+		if fOpt.numCtx != nil && *fOpt.numCtx > 0 {
+			info.NumCtx = int64(*fOpt.numCtx)
+		} else {
+			info.NumCtx = fetchContextLength(memCtx, client, model)
+		}
 		memCancel()
 
 		outputModelInfo(out, *fOpt.format, info)
@@ -479,6 +531,7 @@ func main() {
 		debug:        flag.Bool("debug", false, "Show debug information"),
 		warmup:       flag.Int("warmup", 1, "Number of warmup requests before timing"),
 		promptTokens: flag.Int("prompt-tokens", 0, "Generate prompt targeting ~N tokens (0 = use -p prompt)"),
+		numCtx:       flag.Int("num-ctx", 0, "Context size (0 = server default)"),
 	}
 
 	flag.Usage = func() {

cmd/cmd.go

@@ -54,7 +54,6 @@ import (
 	"github.com/ollama/ollama/types/syncmap"
 	"github.com/ollama/ollama/version"
 	xcmd "github.com/ollama/ollama/x/cmd"
-	"github.com/ollama/ollama/x/create"
 	xcreateclient "github.com/ollama/ollama/x/create/client"
 	"github.com/ollama/ollama/x/imagegen"
 )
@@ -93,13 +92,7 @@ func init() {
 		return userName, err
 	}
 
-	launch.DefaultConfirmPrompt = func(prompt string) (bool, error) {
-		ok, err := tui.RunConfirm(prompt)
-		if errors.Is(err, tui.ErrCancelled) {
-			return false, launch.ErrCancelled
-		}
-		return ok, err
-	}
+	launch.DefaultConfirmPrompt = tui.RunConfirmWithOptions
 }
 
 const ConnectInstructions = "If your browser did not open, navigate to:\n    %s\n\n"
@@ -164,11 +157,13 @@ func CreateHandler(cmd *cobra.Command, args []string) error {
 	}
 
 	// Check for --experimental flag for safetensors model creation
+	// This gates both safetensors LLM and imagegen model creation
 	experimental, _ := cmd.Flags().GetBool("experimental")
 	if experimental {
 		if !isLocalhost() {
 			return errors.New("remote safetensor model creation not yet supported")
 		}
+
 		// Get Modelfile content - either from -f flag or default to "FROM ."
 		var reader io.Reader
 		filename, err := getModelfileName(cmd)
@@ -211,23 +206,12 @@ func CreateHandler(cmd *cobra.Command, args []string) error {
 		}, p)
 	}
 
+	// Standard Modelfile + API path
 	var reader io.Reader
 
 	filename, err := getModelfileName(cmd)
 	if os.IsNotExist(err) {
 		if filename == "" {
-			// No Modelfile found - check if current directory is an image gen model
-			if create.IsTensorModelDir(".") {
-				if !isLocalhost() {
-					return errors.New("remote safetensor model creation not yet supported")
-				}
-				quantize, _ := cmd.Flags().GetString("quantize")
-				return xcreateclient.CreateModel(xcreateclient.CreateOptions{
-					ModelName: modelName,
-					ModelDir:  ".",
-					Quantize:  quantize,
-				}, p)
-			}
 			reader = strings.NewReader("FROM .\n")
 		} else {
 			return errModelfileNotFound
@@ -695,7 +679,8 @@ func RunHandler(cmd *cobra.Command, args []string) error {
 		return err
 	}
 
-	opts.MultiModal = slices.Contains(info.Capabilities, model.CapabilityVision)
+	audioCapable := slices.Contains(info.Capabilities, model.CapabilityAudio)
+	opts.MultiModal = slices.Contains(info.Capabilities, model.CapabilityVision) || audioCapable
 
 	// TODO: remove the projector info and vision info checks below,
 	// these are left in for backwards compatibility with older servers
@@ -710,7 +695,7 @@ func RunHandler(cmd *cobra.Command, args []string) error {
 		}
 	}
 
-	opts.ParentModel = info.Details.ParentModel
+	applyShowResponseToRunOptions(&opts, info)
 
 	// Check if this is an embedding model
 	isEmbeddingModel := slices.Contains(info.Capabilities, model.CapabilityEmbedding)
@@ -1426,23 +1411,30 @@ func PullHandler(cmd *cobra.Command, args []string) error {
 type generateContextKey string
 
 type runOptions struct {
-	Model        string
-	ParentModel  string
-	Prompt       string
-	Messages     []api.Message
-	WordWrap     bool
-	Format       string
-	System       string
-	Images       []api.ImageData
-	Options      map[string]any
-	MultiModal   bool
-	KeepAlive    *api.Duration
-	Think        *api.ThinkValue
-	HideThinking bool
-	ShowConnect  bool
+	Model          string
+	ParentModel    string
+	LoadedMessages []api.Message
+	Prompt         string
+	Messages       []api.Message
+	WordWrap       bool
+	Format         string
+	System         string
+	Images         []api.ImageData
+	Options        map[string]any
+	MultiModal     bool
+	KeepAlive      *api.Duration
+	Think          *api.ThinkValue
+	HideThinking   bool
+	ShowConnect    bool
 }
 
 func (r runOptions) Copy() runOptions {
+	var loadedMessages []api.Message
+	if r.LoadedMessages != nil {
+		loadedMessages = make([]api.Message, len(r.LoadedMessages))
+		copy(loadedMessages, r.LoadedMessages)
+	}
+
 	var messages []api.Message
 	if r.Messages != nil {
 		messages = make([]api.Message, len(r.Messages))
@@ -1470,23 +1462,29 @@ func (r runOptions) Copy() runOptions {
 	}
 
 	return runOptions{
-		Model:        r.Model,
-		ParentModel:  r.ParentModel,
-		Prompt:       r.Prompt,
-		Messages:     messages,
-		WordWrap:     r.WordWrap,
-		Format:       r.Format,
-		System:       r.System,
-		Images:       images,
-		Options:      opts,
-		MultiModal:   r.MultiModal,
-		KeepAlive:    r.KeepAlive,
-		Think:        think,
-		HideThinking: r.HideThinking,
-		ShowConnect:  r.ShowConnect,
+		Model:          r.Model,
+		ParentModel:    r.ParentModel,
+		LoadedMessages: loadedMessages,
+		Prompt:         r.Prompt,
+		Messages:       messages,
+		WordWrap:       r.WordWrap,
+		Format:         r.Format,
+		System:         r.System,
+		Images:         images,
+		Options:        opts,
+		MultiModal:     r.MultiModal,
+		KeepAlive:      r.KeepAlive,
+		Think:          think,
+		HideThinking:   r.HideThinking,
+		ShowConnect:    r.ShowConnect,
 	}
 }
 
+func applyShowResponseToRunOptions(opts *runOptions, info *api.ShowResponse) {
+	opts.ParentModel = info.Details.ParentModel
+	opts.LoadedMessages = slices.Clone(info.Messages)
+}
+
 type displayResponseState struct {
 	lineLength int
 	wordBuffer string
@@ -1494,6 +1492,9 @@ type displayResponseState struct {
 
 func displayResponse(content string, wordWrap bool, state *displayResponseState) {
 	termWidth, _, _ := term.GetSize(int(os.Stdout.Fd()))
+	if termWidth == 0 {
+		termWidth = 80
+	}
 	if wordWrap && termWidth >= 10 {
 		for _, ch := range content {
 			if state.lineLength+1 > termWidth-5 {
@@ -1974,8 +1975,61 @@ func launchInteractiveModel(cmd *cobra.Command, modelName string) error {
 		Options:     map[string]any{},
 		ShowConnect: true,
 	}
-	// loadOrUnloadModel is cloud-safe here: remote/cloud models skip local preload
-	// and only validate auth/connectivity before interactive chat starts.
+
+	client, err := api.ClientFromEnvironment()
+	if err != nil {
+		return err
+	}
+
+	requestedCloud := modelref.HasExplicitCloudSource(modelName)
+
+	info, err := func() (*api.ShowResponse, error) {
+		showReq := &api.ShowRequest{Name: modelName}
+		info, err := client.Show(cmd.Context(), showReq)
+		var se api.StatusError
+		if errors.As(err, &se) && se.StatusCode == http.StatusNotFound {
+			if requestedCloud {
+				return nil, err
+			}
+			if err := PullHandler(cmd, []string{modelName}); err != nil {
+				return nil, err
+			}
+			return client.Show(cmd.Context(), &api.ShowRequest{Name: modelName})
+		}
+		return info, err
+	}()
+	if err != nil {
+		if handleCloudAuthorizationError(err) {
+			return nil
+		}
+		return err
+	}
+
+	ensureCloudStub(cmd.Context(), client, modelName)
+
+	opts.Think, err = inferThinkingOption(&info.Capabilities, &opts, false)
+	if err != nil {
+		return err
+	}
+
+	audioCapable := slices.Contains(info.Capabilities, model.CapabilityAudio)
+	opts.MultiModal = slices.Contains(info.Capabilities, model.CapabilityVision) || audioCapable
+
+	// TODO: remove the projector info and vision info checks below,
+	// these are left in for backwards compatibility with older servers
+	// that don't have the capabilities field in the model info
+	if len(info.ProjectorInfo) != 0 {
+		opts.MultiModal = true
+	}
+	for k := range info.ModelInfo {
+		if strings.Contains(k, ".vision.") {
+			opts.MultiModal = true
+			break
+		}
+	}
+
+	applyShowResponseToRunOptions(&opts, info)
+
 	if err := loadOrUnloadModel(cmd, &opts); err != nil {
 		return fmt.Errorf("error loading model: %w", err)
 	}

cmd/cmd_test.go

@@ -1655,6 +1655,24 @@ func TestNewCreateRequest(t *testing.T) {
 				},
 			},
 		},
+		{
+			"loaded messages are preserved when saving",
+			"newmodel",
+			runOptions{
+				Model:          "mymodel",
+				ParentModel:    "parentmodel",
+				LoadedMessages: []api.Message{{Role: "assistant", Content: "loaded"}},
+				Messages:       []api.Message{{Role: "user", Content: "new"}},
+			},
+			&api.CreateRequest{
+				From:  "parentmodel",
+				Model: "newmodel",
+				Messages: []api.Message{
+					{Role: "assistant", Content: "loaded"},
+					{Role: "user", Content: "new"},
+				},
+			},
+		},
 	}
 
 	for _, tt := range tests {
@@ -1667,15 +1685,43 @@ func TestNewCreateRequest(t *testing.T) {
 	}
 }
 
+func TestApplyShowResponseToRunOptions(t *testing.T) {
+	opts := runOptions{}
+	info := &api.ShowResponse{
+		Details: api.ModelDetails{
+			ParentModel: "parentmodel",
+		},
+		Messages: []api.Message{
+			{Role: "assistant", Content: "loaded"},
+		},
+	}
+
+	applyShowResponseToRunOptions(&opts, info)
+
+	if opts.ParentModel != "parentmodel" {
+		t.Fatalf("ParentModel = %q, want %q", opts.ParentModel, "parentmodel")
+	}
+
+	if !cmp.Equal(opts.LoadedMessages, info.Messages) {
+		t.Fatalf("LoadedMessages = %#v, want %#v", opts.LoadedMessages, info.Messages)
+	}
+
+	info.Messages[0].Content = "modified"
+	if opts.LoadedMessages[0].Content == "modified" {
+		t.Fatal("LoadedMessages should be copied independently from ShowResponse")
+	}
+}
+
 func TestRunOptions_Copy(t *testing.T) {
 	// Setup test data
 	originalKeepAlive := &api.Duration{Duration: 5 * time.Minute}
 	originalThink := &api.ThinkValue{Value: "test reasoning"}
 
 	original := runOptions{
-		Model:       "test-model",
-		ParentModel: "parent-model",
-		Prompt:      "test prompt",
+		Model:          "test-model",
+		ParentModel:    "parent-model",
+		LoadedMessages: []api.Message{{Role: "assistant", Content: "loaded hello"}},
+		Prompt:         "test prompt",
 		Messages: []api.Message{
 			{Role: "user", Content: "hello"},
 			{Role: "assistant", Content: "hi there"},
@@ -1715,6 +1761,7 @@ func TestRunOptions_Copy(t *testing.T) {
 	}{
 		{"Model", copied.Model, original.Model},
 		{"ParentModel", copied.ParentModel, original.ParentModel},
+		{"LoadedMessages", copied.LoadedMessages, original.LoadedMessages},
 		{"Prompt", copied.Prompt, original.Prompt},
 		{"WordWrap", copied.WordWrap, original.WordWrap},
 		{"Format", copied.Format, original.Format},
@@ -1819,13 +1866,18 @@ func TestRunOptions_Copy(t *testing.T) {
 func TestRunOptions_Copy_EmptySlicesAndMaps(t *testing.T) {
 	// Test with empty slices and maps
 	original := runOptions{
-		Messages: []api.Message{},
-		Images:   []api.ImageData{},
-		Options:  map[string]any{},
+		LoadedMessages: []api.Message{},
+		Messages:       []api.Message{},
+		Images:         []api.ImageData{},
+		Options:        map[string]any{},
 	}
 
 	copied := original.Copy()
 
+	if copied.LoadedMessages == nil {
+		t.Error("Empty LoadedMessages slice should remain empty, not nil")
+	}
+
 	if copied.Messages == nil {
 		t.Error("Empty Messages slice should remain empty, not nil")
 	}
@@ -1842,6 +1894,10 @@ func TestRunOptions_Copy_EmptySlicesAndMaps(t *testing.T) {
 		t.Error("Empty Messages slice should remain empty")
 	}
 
+	if len(copied.LoadedMessages) != 0 {
+		t.Error("Empty LoadedMessages slice should remain empty")
+	}
+
 	if len(copied.Images) != 0 {
 		t.Error("Empty Images slice should remain empty")
 	}
@@ -1987,16 +2043,20 @@ func TestRunOptions_Copy_Independence(t *testing.T) {
 	// Test that modifications to original don't affect copy
 	originalThink := &api.ThinkValue{Value: "original"}
 	original := runOptions{
-		Model:    "original-model",
-		Messages: []api.Message{{Role: "user", Content: "original"}},
-		Options:  map[string]any{"key": "value"},
-		Think:    originalThink,
+		Model:          "original-model",
+		LoadedMessages: []api.Message{{Role: "assistant", Content: "loaded"}},
+		Messages:       []api.Message{{Role: "user", Content: "original"}},
+		Options:        map[string]any{"key": "value"},
+		Think:          originalThink,
 	}
 
 	copied := original.Copy()
 
 	// Modify original
 	original.Model = "modified-model"
+	if len(original.LoadedMessages) > 0 {
+		original.LoadedMessages[0].Content = "modified loaded"
+	}
 	if len(original.Messages) > 0 {
 		original.Messages[0].Content = "modified"
 	}
@@ -2010,6 +2070,10 @@ func TestRunOptions_Copy_Independence(t *testing.T) {
 		t.Error("Copy Model should not be affected by original modification")
 	}
 
+	if len(copied.LoadedMessages) > 0 && copied.LoadedMessages[0].Content == "modified loaded" {
+		t.Error("Copy LoadedMessages should not be affected by original modification")
+	}
+
 	if len(copied.Messages) > 0 && copied.Messages[0].Content == "modified" {
 		t.Error("Copy Messages should not be affected by original modification")
 	}

cmd/interactive.go

@@ -47,7 +47,7 @@ func generateInteractive(cmd *cobra.Command, opts runOptions) error {
 		fmt.Fprintln(os.Stderr, "Use \"\"\" to begin a multi-line message.")
 
 		if opts.MultiModal {
-			fmt.Fprintf(os.Stderr, "Use %s to include .jpg, .png, or .webp images.\n", filepath.FromSlash("/path/to/file"))
+			fmt.Fprintf(os.Stderr, "Use %s to include .jpg, .png, .webp images, or .wav audio files.\n", filepath.FromSlash("/path/to/file"))
 		}
 
 		fmt.Fprintln(os.Stderr, "")
@@ -214,10 +214,17 @@ func generateInteractive(cmd *cobra.Command, opts runOptions) error {
 			}
 			origOpts := opts.Copy()
 
+			client, err := api.ClientFromEnvironment()
+			if err != nil {
+				fmt.Println("error: couldn't connect to ollama server")
+				return err
+			}
+
 			opts.Model = args[1]
 			opts.Messages = []api.Message{}
+			opts.LoadedMessages = nil
 			fmt.Printf("Loading model '%s'\n", opts.Model)
-			opts.Think, err = inferThinkingOption(nil, &opts, thinkExplicitlySet)
+			info, err := client.Show(cmd.Context(), &api.ShowRequest{Model: opts.Model})
 			if err != nil {
 				if strings.Contains(err.Error(), "not found") {
 					fmt.Printf("Couldn't find model '%s'\n", opts.Model)
@@ -226,6 +233,11 @@ func generateInteractive(cmd *cobra.Command, opts runOptions) error {
 				}
 				return err
 			}
+			applyShowResponseToRunOptions(&opts, info)
+			opts.Think, err = inferThinkingOption(&info.Capabilities, &opts, thinkExplicitlySet)
+			if err != nil {
+				return err
+			}
 			if err := loadOrUnloadModel(cmd, &opts); err != nil {
 				if strings.Contains(err.Error(), "not found") {
 					fmt.Printf("Couldn't find model '%s'\n", opts.Model)
@@ -561,8 +573,10 @@ func NewCreateRequest(name string, opts runOptions) *api.CreateRequest {
 		req.Parameters = opts.Options
 	}
 
-	if len(opts.Messages) > 0 {
-		req.Messages = opts.Messages
+	messages := slices.Clone(opts.LoadedMessages)
+	messages = append(messages, opts.Messages...)
+	if len(messages) > 0 {
+		req.Messages = messages
 	}
 
 	return req
@@ -592,7 +606,7 @@ func extractFileNames(input string) []string {
 	// Regex to match file paths starting with optional drive letter, / ./ \ or .\ and include escaped or unescaped spaces (\ or %20)
 	// and followed by more characters and a file extension
 	// This will capture non filename strings, but we'll check for file existence to remove mismatches
-	regexPattern := `(?:[a-zA-Z]:)?(?:\./|/|\\)[\S\\ ]+?\.(?i:jpg|jpeg|png|webp)\b`
+	regexPattern := `(?:[a-zA-Z]:)?(?:\./|/|\\)[\S\\ ]+?\.(?i:jpg|jpeg|png|webp|wav)\b`
 	re := regexp.MustCompile(regexPattern)
 
 	return re.FindAllString(input, -1)
@@ -608,10 +622,16 @@ func extractFileData(input string) (string, []api.ImageData, error) {
 		if errors.Is(err, os.ErrNotExist) {
 			continue
 		} else if err != nil {
-			fmt.Fprintf(os.Stderr, "Couldn't process image: %q\n", err)
+			fmt.Fprintf(os.Stderr, "Couldn't process file: %q\n", err)
 			return "", imgs, err
 		}
-		fmt.Fprintf(os.Stderr, "Added image '%s'\n", nfp)
+		ext := strings.ToLower(filepath.Ext(nfp))
+		switch ext {
+		case ".wav":
+			fmt.Fprintf(os.Stderr, "Added audio '%s'\n", nfp)
+		default:
+			fmt.Fprintf(os.Stderr, "Added image '%s'\n", nfp)
+		}
 		input = strings.ReplaceAll(input, "'"+nfp+"'", "")
 		input = strings.ReplaceAll(input, "'"+fp+"'", "")
 		input = strings.ReplaceAll(input, fp, "")
@@ -685,9 +705,9 @@ func getImageData(filePath string) ([]byte, error) {
 	}
 
 	contentType := http.DetectContentType(buf)
-	allowedTypes := []string{"image/jpeg", "image/jpg", "image/png", "image/webp"}
+	allowedTypes := []string{"image/jpeg", "image/jpg", "image/png", "image/webp", "audio/wave"}
 	if !slices.Contains(allowedTypes, contentType) {
-		return nil, fmt.Errorf("invalid image type: %s", contentType)
+		return nil, fmt.Errorf("invalid file type: %s", contentType)
 	}
 
 	info, err := file.Stat()
@@ -695,8 +715,7 @@ func getImageData(filePath string) ([]byte, error) {
 		return nil, err
 	}
 
-	// Check if the file size exceeds 100MB
-	var maxSize int64 = 100 * 1024 * 1024 // 100MB in bytes
+	var maxSize int64 = 100 * 1024 * 1024 // 100MB
 	if info.Size() > maxSize {
 		return nil, errors.New("file size exceeds maximum limit (100MB)")
 	}

cmd/interactive_test.go

@@ -84,3 +84,33 @@ func TestExtractFileDataRemovesQuotedFilepath(t *testing.T) {
 	assert.Len(t, imgs, 1)
 	assert.Equal(t, cleaned, "before  after")
 }
+
+func TestExtractFileDataWAV(t *testing.T) {
+	dir := t.TempDir()
+	fp := filepath.Join(dir, "sample.wav")
+	data := make([]byte, 600)
+	copy(data[:44], []byte{
+		'R', 'I', 'F', 'F',
+		0x58, 0x02, 0x00, 0x00, // file size - 8
+		'W', 'A', 'V', 'E',
+		'f', 'm', 't', ' ',
+		0x10, 0x00, 0x00, 0x00, // fmt chunk size
+		0x01, 0x00, // PCM
+		0x01, 0x00, // mono
+		0x80, 0x3e, 0x00, 0x00, // 16000 Hz
+		0x00, 0x7d, 0x00, 0x00, // byte rate
+		0x02, 0x00, // block align
+		0x10, 0x00, // 16-bit
+		'd', 'a', 't', 'a',
+		0x34, 0x02, 0x00, 0x00, // data size
+	})
+	if err := os.WriteFile(fp, data, 0o600); err != nil {
+		t.Fatalf("failed to write test audio: %v", err)
+	}
+
+	input := "before " + fp + " after"
+	cleaned, imgs, err := extractFileData(input)
+	assert.NoError(t, err)
+	assert.Len(t, imgs, 1)
+	assert.Equal(t, "before  after", cleaned)
+}

cmd/launch/codex.go

@@ -1,12 +1,20 @@
 package launch
 
 import (
+	"context"
+	"encoding/json"
 	"fmt"
+	"net/http"
 	"os"
 	"os/exec"
+	"path/filepath"
+	"slices"
+	"strconv"
 	"strings"
 
+	"github.com/ollama/ollama/api"
 	"github.com/ollama/ollama/envconfig"
+	"github.com/ollama/ollama/types/model"
 	"golang.org/x/mod/semver"
 )
 
@@ -15,8 +23,10 @@ type Codex struct{}
 
 func (c *Codex) String() string { return "Codex" }
 
+const codexProfileName = "ollama-launch"
+
 func (c *Codex) args(model string, extra []string) []string {
-	args := []string{"--oss"}
+	args := []string{"--profile", codexProfileName}
 	if model != "" {
 		args = append(args, "-m", model)
 	}
@@ -29,17 +39,205 @@ func (c *Codex) Run(model string, args []string) error {
 		return err
 	}
 
+	if err := ensureCodexConfig(model); err != nil {
+		return fmt.Errorf("failed to configure codex: %w", err)
+	}
+
 	cmd := exec.Command("codex", c.args(model, args)...)
 	cmd.Stdin = os.Stdin
 	cmd.Stdout = os.Stdout
 	cmd.Stderr = os.Stderr
 	cmd.Env = append(os.Environ(),
-		"OPENAI_BASE_URL="+envconfig.Host().String()+"/v1/",
 		"OPENAI_API_KEY=ollama",
 	)
 	return cmd.Run()
 }
 
+// ensureCodexConfig writes a Codex profile and model catalog so Codex uses the
+// local Ollama server and has model metadata available.
+func ensureCodexConfig(modelName string) error {
+	home, err := os.UserHomeDir()
+	if err != nil {
+		return err
+	}
+
+	codexDir := filepath.Join(home, ".codex")
+	if err := os.MkdirAll(codexDir, 0o755); err != nil {
+		return err
+	}
+
+	catalogPath := filepath.Join(codexDir, "model.json")
+	if err := writeCodexModelCatalog(catalogPath, modelName); err != nil {
+		return err
+	}
+
+	configPath := filepath.Join(codexDir, "config.toml")
+	return writeCodexProfile(configPath, catalogPath)
+}
+
+// writeCodexProfile ensures ~/.codex/config.toml has the ollama-launch profile
+// and model provider sections with the correct base URL.
+func writeCodexProfile(configPath, catalogPath string) error {
+	baseURL := envconfig.Host().String() + "/v1/"
+
+	sections := []struct {
+		header string
+		lines  []string
+	}{
+		{
+			header: fmt.Sprintf("[profiles.%s]", codexProfileName),
+			lines: []string{
+				fmt.Sprintf("openai_base_url = %q", baseURL),
+				`forced_login_method = "api"`,
+				fmt.Sprintf("model_provider = %q", codexProfileName),
+				fmt.Sprintf("model_catalog_json = %q", catalogPath),
+			},
+		},
+		{
+			header: fmt.Sprintf("[model_providers.%s]", codexProfileName),
+			lines: []string{
+				`name = "Ollama"`,
+				fmt.Sprintf("base_url = %q", baseURL),
+			},
+		},
+	}
+
+	content, readErr := os.ReadFile(configPath)
+	text := ""
+	if readErr == nil {
+		text = string(content)
+	}
+
+	for _, s := range sections {
+		block := strings.Join(append([]string{s.header}, s.lines...), "\n") + "\n"
+
+		if idx := strings.Index(text, s.header); idx >= 0 {
+			// Replace the existing section up to the next section header.
+			rest := text[idx+len(s.header):]
+			if endIdx := strings.Index(rest, "\n["); endIdx >= 0 {
+				text = text[:idx] + block + rest[endIdx+1:]
+			} else {
+				text = text[:idx] + block
+			}
+		} else {
+			// Append the section.
+			if text != "" && !strings.HasSuffix(text, "\n") {
+				text += "\n"
+			}
+			if text != "" {
+				text += "\n"
+			}
+			text += block
+		}
+	}
+
+	return os.WriteFile(configPath, []byte(text), 0o644)
+}
+
+func writeCodexModelCatalog(catalogPath, modelName string) error {
+	entry := buildCodexModelEntry(modelName)
+
+	catalog := map[string]any{
+		"models": []any{entry},
+	}
+
+	data, err := json.MarshalIndent(catalog, "", "  ")
+	if err != nil {
+		return err
+	}
+
+	return os.WriteFile(catalogPath, data, 0o644)
+}
+
+func buildCodexModelEntry(modelName string) map[string]any {
+	contextWindow := 0
+	hasVision := false
+	hasThinking := false
+	systemPrompt := ""
+
+	if l, ok := lookupCloudModelLimit(modelName); ok {
+		contextWindow = l.Context
+	}
+
+	client := api.NewClient(envconfig.Host(), http.DefaultClient)
+	resp, err := client.Show(context.Background(), &api.ShowRequest{Model: modelName})
+	if err == nil {
+		systemPrompt = resp.System
+		if slices.Contains(resp.Capabilities, model.CapabilityVision) {
+			hasVision = true
+		}
+		if slices.Contains(resp.Capabilities, model.CapabilityThinking) {
+			hasThinking = true
+		}
+
+		if !isCloudModelName(modelName) {
+			if n, ok := modelInfoContextLength(resp.ModelInfo); ok {
+				contextWindow = n
+			}
+			if resp.Details.Format != "safetensors" {
+				if ctxLen := envconfig.ContextLength(); ctxLen > 0 {
+					contextWindow = int(ctxLen)
+				}
+				if numCtx := parseNumCtx(resp.Parameters); numCtx > 0 {
+					contextWindow = numCtx
+				}
+			}
+		}
+	}
+
+	modalities := []string{"text"}
+	if hasVision {
+		modalities = append(modalities, "image")
+	}
+
+	reasoningLevels := []any{}
+	if hasThinking {
+		reasoningLevels = []any{
+			map[string]any{"effort": "low", "description": "Fast responses with lighter reasoning"},
+			map[string]any{"effort": "medium", "description": "Balances speed and reasoning depth"},
+			map[string]any{"effort": "high", "description": "Greater reasoning depth for complex problems"},
+		}
+	}
+
+	truncationMode := "bytes"
+	if isCloudModelName(modelName) {
+		truncationMode = "tokens"
+	}
+
+	return map[string]any{
+		"slug":                         modelName,
+		"display_name":                 modelName,
+		"context_window":               contextWindow,
+		"apply_patch_tool_type":        "function",
+		"shell_type":                   "default",
+		"visibility":                   "list",
+		"supported_in_api":             true,
+		"priority":                     0,
+		"truncation_policy":            map[string]any{"mode": truncationMode, "limit": 10000},
+		"input_modalities":             modalities,
+		"base_instructions":            systemPrompt,
+		"support_verbosity":            true,
+		"default_verbosity":            "low",
+		"supports_parallel_tool_calls": false,
+		"supports_reasoning_summaries": hasThinking,
+		"supported_reasoning_levels":   reasoningLevels,
+		"experimental_supported_tools": []any{},
+	}
+}
+
+func parseNumCtx(parameters string) int {
+	for _, line := range strings.Split(parameters, "\n") {
+		fields := strings.Fields(line)
+		if len(fields) == 2 && fields[0] == "num_ctx" {
+			if v, err := strconv.ParseFloat(fields[1], 64); err == nil {
+				return int(v)
+			}
+		}
+	}
+
+	return 0
+}
+
 func checkCodexVersion() error {
 	if _, err := exec.LookPath("codex"); err != nil {
 		return fmt.Errorf("codex is not installed, install with: npm install -g @openai/codex")

cmd/launch/codex_test.go

@@ -1,7 +1,14 @@
 package launch
 
 import (
+	"encoding/json"
+	"fmt"
+	"net/http"
+	"net/http/httptest"
+	"os"
+	"path/filepath"
 	"slices"
+	"strings"
 	"testing"
 )
 
@@ -14,10 +21,10 @@ func TestCodexArgs(t *testing.T) {
 		args  []string
 		want  []string
 	}{
-		{"with model", "llama3.2", nil, []string{"--oss", "-m", "llama3.2"}},
-		{"empty model", "", nil, []string{"--oss"}},
-		{"with model and profile", "qwen3.5", []string{"-p", "myprofile"}, []string{"--oss", "-m", "qwen3.5", "-p", "myprofile"}},
-		{"with sandbox flag", "llama3.2", []string{"--sandbox", "workspace-write"}, []string{"--oss", "-m", "llama3.2", "--sandbox", "workspace-write"}},
+		{"with model", "llama3.2", nil, []string{"--profile", "ollama-launch", "-m", "llama3.2"}},
+		{"empty model", "", nil, []string{"--profile", "ollama-launch"}},
+		{"with model and extra args", "qwen3.5", []string{"-p", "myprofile"}, []string{"--profile", "ollama-launch", "-m", "qwen3.5", "-p", "myprofile"}},
+		{"with sandbox flag", "llama3.2", []string{"--sandbox", "workspace-write"}, []string{"--profile", "ollama-launch", "-m", "llama3.2", "--sandbox", "workspace-write"}},
 	}
 
 	for _, tt := range tests {
@@ -29,3 +36,417 @@ func TestCodexArgs(t *testing.T) {
 		})
 	}
 }
+
+func TestWriteCodexProfile(t *testing.T) {
+	t.Run("creates new file when none exists", func(t *testing.T) {
+		tmpDir := t.TempDir()
+		configPath := filepath.Join(tmpDir, "config.toml")
+		catalogPath := filepath.Join(tmpDir, "model.json")
+
+		if err := writeCodexProfile(configPath, catalogPath); err != nil {
+			t.Fatal(err)
+		}
+
+		data, err := os.ReadFile(configPath)
+		if err != nil {
+			t.Fatal(err)
+		}
+
+		content := string(data)
+		if !strings.Contains(content, "[profiles.ollama-launch]") {
+			t.Error("missing [profiles.ollama-launch] header")
+		}
+		if !strings.Contains(content, "openai_base_url") {
+			t.Error("missing openai_base_url key")
+		}
+		if !strings.Contains(content, "/v1/") {
+			t.Error("missing /v1/ suffix in base URL")
+		}
+		if !strings.Contains(content, `forced_login_method = "api"`) {
+			t.Error("missing forced_login_method key")
+		}
+		if !strings.Contains(content, `model_provider = "ollama-launch"`) {
+			t.Error("missing model_provider key")
+		}
+		if !strings.Contains(content, fmt.Sprintf("model_catalog_json = %q", catalogPath)) {
+			t.Error("missing model_catalog_json key")
+		}
+		if !strings.Contains(content, "[model_providers.ollama-launch]") {
+			t.Error("missing [model_providers.ollama-launch] section")
+		}
+		if !strings.Contains(content, `name = "Ollama"`) {
+			t.Error("missing model provider name")
+		}
+	})
+
+	t.Run("appends profile to existing file without profile", func(t *testing.T) {
+		tmpDir := t.TempDir()
+		configPath := filepath.Join(tmpDir, "config.toml")
+		catalogPath := filepath.Join(tmpDir, "model.json")
+		existing := "[some_other_section]\nkey = \"value\"\n"
+		os.WriteFile(configPath, []byte(existing), 0o644)
+
+		if err := writeCodexProfile(configPath, catalogPath); err != nil {
+			t.Fatal(err)
+		}
+
+		data, _ := os.ReadFile(configPath)
+		content := string(data)
+
+		if !strings.Contains(content, "[some_other_section]") {
+			t.Error("existing section was removed")
+		}
+		if !strings.Contains(content, "[profiles.ollama-launch]") {
+			t.Error("missing [profiles.ollama-launch] header")
+		}
+	})
+
+	t.Run("replaces existing profile section", func(t *testing.T) {
+		tmpDir := t.TempDir()
+		configPath := filepath.Join(tmpDir, "config.toml")
+		catalogPath := filepath.Join(tmpDir, "model.json")
+		existing := "[profiles.ollama-launch]\nopenai_base_url = \"http://old:1234/v1/\"\n\n[model_providers.ollama-launch]\nname = \"Ollama\"\nbase_url = \"http://old:1234/v1/\"\n"
+		os.WriteFile(configPath, []byte(existing), 0o644)
+
+		if err := writeCodexProfile(configPath, catalogPath); err != nil {
+			t.Fatal(err)
+		}
+
+		data, _ := os.ReadFile(configPath)
+		content := string(data)
+
+		if strings.Contains(content, "old:1234") {
+			t.Error("old URL was not replaced")
+		}
+		if strings.Count(content, "[profiles.ollama-launch]") != 1 {
+			t.Errorf("expected exactly one [profiles.ollama-launch] section, got %d", strings.Count(content, "[profiles.ollama-launch]"))
+		}
+		if strings.Count(content, "[model_providers.ollama-launch]") != 1 {
+			t.Errorf("expected exactly one [model_providers.ollama-launch] section, got %d", strings.Count(content, "[model_providers.ollama-launch]"))
+		}
+	})
+
+	t.Run("replaces profile while preserving following sections", func(t *testing.T) {
+		tmpDir := t.TempDir()
+		configPath := filepath.Join(tmpDir, "config.toml")
+		catalogPath := filepath.Join(tmpDir, "model.json")
+		existing := "[profiles.ollama-launch]\nopenai_base_url = \"http://old:1234/v1/\"\n[another_section]\nfoo = \"bar\"\n"
+		os.WriteFile(configPath, []byte(existing), 0o644)
+
+		if err := writeCodexProfile(configPath, catalogPath); err != nil {
+			t.Fatal(err)
+		}
+
+		data, _ := os.ReadFile(configPath)
+		content := string(data)
+
+		if strings.Contains(content, "old:1234") {
+			t.Error("old URL was not replaced")
+		}
+		if !strings.Contains(content, "[another_section]") {
+			t.Error("following section was removed")
+		}
+		if !strings.Contains(content, "foo = \"bar\"") {
+			t.Error("following section content was removed")
+		}
+	})
+
+	t.Run("appends newline to file not ending with newline", func(t *testing.T) {
+		tmpDir := t.TempDir()
+		configPath := filepath.Join(tmpDir, "config.toml")
+		catalogPath := filepath.Join(tmpDir, "model.json")
+		existing := "[other]\nkey = \"val\""
+		os.WriteFile(configPath, []byte(existing), 0o644)
+
+		if err := writeCodexProfile(configPath, catalogPath); err != nil {
+			t.Fatal(err)
+		}
+
+		data, _ := os.ReadFile(configPath)
+		content := string(data)
+
+		if !strings.Contains(content, "[profiles.ollama-launch]") {
+			t.Error("missing [profiles.ollama-launch] header")
+		}
+		// Should not have double blank lines from missing trailing newline
+		if strings.Contains(content, "\n\n\n") {
+			t.Error("unexpected triple newline in output")
+		}
+	})
+
+	t.Run("uses custom OLLAMA_HOST", func(t *testing.T) {
+		t.Setenv("OLLAMA_HOST", "http://myhost:9999")
+		tmpDir := t.TempDir()
+		configPath := filepath.Join(tmpDir, "config.toml")
+		catalogPath := filepath.Join(tmpDir, "model.json")
+
+		if err := writeCodexProfile(configPath, catalogPath); err != nil {
+			t.Fatal(err)
+		}
+
+		data, _ := os.ReadFile(configPath)
+		content := string(data)
+
+		if !strings.Contains(content, "myhost:9999/v1/") {
+			t.Errorf("expected custom host in URL, got:\n%s", content)
+		}
+	})
+}
+
+func TestEnsureCodexConfig(t *testing.T) {
+	t.Run("creates .codex dir and config.toml", func(t *testing.T) {
+		tmpDir := t.TempDir()
+		setTestHome(t, tmpDir)
+
+		if err := ensureCodexConfig("llama3.2"); err != nil {
+			t.Fatal(err)
+		}
+
+		configPath := filepath.Join(tmpDir, ".codex", "config.toml")
+		data, err := os.ReadFile(configPath)
+		if err != nil {
+			t.Fatalf("config.toml not created: %v", err)
+		}
+
+		content := string(data)
+		if !strings.Contains(content, "[profiles.ollama-launch]") {
+			t.Error("missing [profiles.ollama-launch] header")
+		}
+		if !strings.Contains(content, "openai_base_url") {
+			t.Error("missing openai_base_url key")
+		}
+
+		catalogPath := filepath.Join(tmpDir, ".codex", "model.json")
+		data, err = os.ReadFile(catalogPath)
+		if err != nil {
+			t.Fatalf("model.json not created: %v", err)
+		}
+		if !strings.Contains(string(data), `"slug": "llama3.2"`) {
+			t.Error("missing model catalog entry for selected model")
+		}
+	})
+
+	t.Run("is idempotent", func(t *testing.T) {
+		tmpDir := t.TempDir()
+		setTestHome(t, tmpDir)
+
+		if err := ensureCodexConfig("llama3.2"); err != nil {
+			t.Fatal(err)
+		}
+		if err := ensureCodexConfig("llama3.2"); err != nil {
+			t.Fatal(err)
+		}
+
+		configPath := filepath.Join(tmpDir, ".codex", "config.toml")
+		data, _ := os.ReadFile(configPath)
+		content := string(data)
+
+		if strings.Count(content, "[profiles.ollama-launch]") != 1 {
+			t.Errorf("expected exactly one [profiles.ollama-launch] section after two calls, got %d", strings.Count(content, "[profiles.ollama-launch]"))
+		}
+		if strings.Count(content, "[model_providers.ollama-launch]") != 1 {
+			t.Errorf("expected exactly one [model_providers.ollama-launch] section after two calls, got %d", strings.Count(content, "[model_providers.ollama-launch]"))
+		}
+	})
+}
+
+func TestParseNumCtx(t *testing.T) {
+	tests := []struct {
+		name       string
+		parameters string
+		want       int
+	}{
+		{"num_ctx set", "num_ctx 8192", 8192},
+		{"num_ctx with other params", "temperature 0.7\nnum_ctx 4096\ntop_p 0.9", 4096},
+		{"no num_ctx", "temperature 0.7\ntop_p 0.9", 0},
+		{"empty string", "", 0},
+		{"malformed value", "num_ctx abc", 0},
+		{"float value", "num_ctx 8192.0", 8192},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			if got := parseNumCtx(tt.parameters); got != tt.want {
+				t.Errorf("parseNumCtx(%q) = %d, want %d", tt.parameters, got, tt.want)
+			}
+		})
+	}
+}
+
+func TestModelInfoContextLength(t *testing.T) {
+	tests := []struct {
+		name      string
+		modelInfo map[string]any
+		want      int
+	}{
+		{"float64 value", map[string]any{"qwen3_5_moe.context_length": float64(262144)}, 262144},
+		{"int value", map[string]any{"llama.context_length": 131072}, 131072},
+		{"no context_length key", map[string]any{"llama.embedding_length": float64(4096)}, 0},
+		{"empty map", map[string]any{}, 0},
+		{"nil map", nil, 0},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			got, _ := modelInfoContextLength(tt.modelInfo)
+			if got != tt.want {
+				t.Errorf("modelInfoContextLength() = %d, want %d", got, tt.want)
+			}
+		})
+	}
+}
+
+func TestBuildCodexModelEntryContextWindow(t *testing.T) {
+	tests := []struct {
+		name          string
+		modelName     string
+		showResponse  string
+		envContextLen string
+		wantContext   int
+	}{
+		{
+			name:      "architectural context length as fallback",
+			modelName: "llama3.2",
+			showResponse: `{
+				"model_info": {"llama.context_length": 131072},
+				"details": {"format": "gguf"}
+			}`,
+			wantContext: 131072,
+		},
+		{
+			name:      "OLLAMA_CONTEXT_LENGTH overrides architectural",
+			modelName: "llama3.2",
+			showResponse: `{
+				"model_info": {"llama.context_length": 131072},
+				"details": {"format": "gguf"}
+			}`,
+			envContextLen: "64000",
+			wantContext:   64000,
+		},
+		{
+			name:      "num_ctx overrides OLLAMA_CONTEXT_LENGTH",
+			modelName: "llama3.2",
+			showResponse: `{
+				"model_info": {"llama.context_length": 131072},
+				"parameters": "num_ctx 8192",
+				"details": {"format": "gguf"}
+			}`,
+			envContextLen: "64000",
+			wantContext:   8192,
+		},
+		{
+			name:      "num_ctx overrides architectural",
+			modelName: "llama3.2",
+			showResponse: `{
+				"model_info": {"llama.context_length": 131072},
+				"parameters": "num_ctx 32768",
+				"details": {"format": "gguf"}
+			}`,
+			wantContext: 32768,
+		},
+		{
+			name:      "safetensors uses architectural context only",
+			modelName: "llama3.2",
+			showResponse: `{
+				"model_info": {"llama.context_length": 131072},
+				"parameters": "num_ctx 8192",
+				"details": {"format": "safetensors"}
+			}`,
+			envContextLen: "64000",
+			wantContext:   131072,
+		},
+		{
+			name:      "cloud model uses hardcoded limits",
+			modelName: "qwen3.5:cloud",
+			showResponse: `{
+				"model_info": {"qwen3_5_moe.context_length": 131072},
+				"details": {"format": "gguf"}
+			}`,
+			envContextLen: "64000",
+			wantContext:   262144,
+		},
+		{
+			name:      "vision and thinking capabilities",
+			modelName: "llama3.2",
+			showResponse: `{
+				"model_info": {"llama.context_length": 131072},
+				"details": {"format": "gguf"},
+				"capabilities": ["vision", "thinking"]
+			}`,
+			wantContext: 131072,
+		},
+		{
+			name:      "system prompt passed through",
+			modelName: "llama3.2",
+			showResponse: `{
+				"model_info": {"llama.context_length": 131072},
+				"details": {"format": "gguf"},
+				"system": "You are a helpful assistant."
+			}`,
+			wantContext: 131072,
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+				switch r.URL.Path {
+				case "/api/show":
+					fmt.Fprint(w, tt.showResponse)
+				default:
+					http.NotFound(w, r)
+				}
+			}))
+			defer srv.Close()
+			t.Setenv("OLLAMA_HOST", srv.URL)
+
+			if tt.envContextLen != "" {
+				t.Setenv("OLLAMA_CONTEXT_LENGTH", tt.envContextLen)
+			} else {
+				t.Setenv("OLLAMA_CONTEXT_LENGTH", "")
+			}
+
+			entry := buildCodexModelEntry(tt.modelName)
+
+			gotContext, _ := entry["context_window"].(int)
+			if gotContext != tt.wantContext {
+				t.Errorf("context_window = %d, want %d", gotContext, tt.wantContext)
+			}
+
+			if tt.name == "vision and thinking capabilities" {
+				modalities, _ := entry["input_modalities"].([]string)
+				if !slices.Contains(modalities, "image") {
+					t.Error("expected image in input_modalities")
+				}
+				levels, _ := entry["supported_reasoning_levels"].([]any)
+				if len(levels) == 0 {
+					t.Error("expected non-empty supported_reasoning_levels")
+				}
+			}
+
+			if tt.name == "system prompt passed through" {
+				if got, _ := entry["base_instructions"].(string); got != "You are a helpful assistant." {
+					t.Errorf("base_instructions = %q, want %q", got, "You are a helpful assistant.")
+				}
+			}
+
+			if tt.name == "cloud model uses hardcoded limits" {
+				truncationPolicy, _ := entry["truncation_policy"].(map[string]any)
+				if mode, _ := truncationPolicy["mode"].(string); mode != "tokens" {
+					t.Errorf("truncation_policy mode = %q, want %q", mode, "tokens")
+				}
+			}
+
+			requiredKeys := []string{"slug", "display_name", "apply_patch_tool_type", "shell_type"}
+			for _, key := range requiredKeys {
+				if _, ok := entry[key]; !ok {
+					t.Errorf("missing required key %q", key)
+				}
+			}
+
+			if _, err := json.Marshal(entry); err != nil {
+				t.Errorf("entry is not JSON serializable: %v", err)
+			}
+		})
+	}
+}

cmd/launch/command_test.go

@@ -58,6 +58,12 @@ func TestLaunchCmd(t *testing.T) {
 		if cmd.Long == "" {
 			t.Error("Long description should not be empty")
 		}
+		if !strings.Contains(cmd.Long, "hermes") {
+			t.Error("Long description should mention hermes")
+		}
+		if !strings.Contains(cmd.Long, "kimi") {
+			t.Error("Long description should mention kimi")
+		}
 	})
 
 	t.Run("flags exist", func(t *testing.T) {
@@ -347,7 +353,7 @@ func TestLaunchCmdYes_AutoConfirmsLaunchPromptPath(t *testing.T) {
 	restore := OverrideIntegration("stubeditor", stub)
 	defer restore()
 
-	DefaultConfirmPrompt = func(prompt string) (bool, error) {
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
 		t.Fatalf("unexpected prompt with --yes: %q", prompt)
 		return false, nil
 	}
@@ -393,7 +399,7 @@ func TestLaunchCmdHeadlessWithYes_AutoPullsMissingLocalModel(t *testing.T) {
 	restore := OverrideIntegration("stubapp", stub)
 	defer restore()
 
-	DefaultConfirmPrompt = func(prompt string) (bool, error) {
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
 		t.Fatalf("unexpected prompt with --yes in headless autopull path: %q", prompt)
 		return false, nil
 	}
@@ -436,7 +442,7 @@ func TestLaunchCmdHeadlessWithoutYes_ReturnsActionableConfirmError(t *testing.T)
 	restore := OverrideIntegration("stubeditor", stub)
 	defer restore()
 
-	DefaultConfirmPrompt = func(prompt string) (bool, error) {
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
 		t.Fatalf("unexpected prompt in headless non-yes mode: %q", prompt)
 		return false, nil
 	}

cmd/launch/copilot.go

@@ -0,0 +1,76 @@
+package launch
+
+import (
+	"fmt"
+	"os"
+	"os/exec"
+	"path/filepath"
+	"runtime"
+
+	"github.com/ollama/ollama/envconfig"
+)
+
+// Copilot implements Runner for GitHub Copilot CLI integration.
+type Copilot struct{}
+
+func (c *Copilot) String() string { return "Copilot CLI" }
+
+func (c *Copilot) args(model string, extra []string) []string {
+	var args []string
+	if model != "" {
+		args = append(args, "--model", model)
+	}
+	args = append(args, extra...)
+	return args
+}
+
+func (c *Copilot) findPath() (string, error) {
+	if p, err := exec.LookPath("copilot"); err == nil {
+		return p, nil
+	}
+	home, err := os.UserHomeDir()
+	if err != nil {
+		return "", err
+	}
+	name := "copilot"
+	if runtime.GOOS == "windows" {
+		name = "copilot.exe"
+	}
+	fallback := filepath.Join(home, ".local", "bin", name)
+	if _, err := os.Stat(fallback); err != nil {
+		return "", err
+	}
+	return fallback, nil
+}
+
+func (c *Copilot) Run(model string, args []string) error {
+	copilotPath, err := c.findPath()
+	if err != nil {
+		return fmt.Errorf("copilot is not installed, install from https://docs.github.com/en/copilot/how-tos/set-up/install-copilot-cli")
+	}
+
+	cmd := exec.Command(copilotPath, c.args(model, args)...)
+	cmd.Stdin = os.Stdin
+	cmd.Stdout = os.Stdout
+	cmd.Stderr = os.Stderr
+
+	cmd.Env = append(os.Environ(), c.envVars(model)...)
+
+	return cmd.Run()
+}
+
+// envVars returns the environment variables that configure Copilot CLI
+// to use Ollama as its model provider.
+func (c *Copilot) envVars(model string) []string {
+	env := []string{
+		"COPILOT_PROVIDER_BASE_URL=" + envconfig.Host().String() + "/v1",
+		"COPILOT_PROVIDER_API_KEY=",
+		"COPILOT_PROVIDER_WIRE_API=responses",
+	}
+
+	if model != "" {
+		env = append(env, "COPILOT_MODEL="+model)
+	}
+
+	return env
+}

cmd/launch/copilot_test.go

@@ -0,0 +1,161 @@
+package launch
+
+import (
+	"os"
+	"path/filepath"
+	"runtime"
+	"slices"
+	"strings"
+	"testing"
+)
+
+func TestCopilotIntegration(t *testing.T) {
+	c := &Copilot{}
+
+	t.Run("String", func(t *testing.T) {
+		if got := c.String(); got != "Copilot CLI" {
+			t.Errorf("String() = %q, want %q", got, "Copilot CLI")
+		}
+	})
+
+	t.Run("implements Runner", func(t *testing.T) {
+		var _ Runner = c
+	})
+}
+
+func TestCopilotFindPath(t *testing.T) {
+	c := &Copilot{}
+
+	t.Run("finds copilot in PATH", func(t *testing.T) {
+		tmpDir := t.TempDir()
+		name := "copilot"
+		if runtime.GOOS == "windows" {
+			name = "copilot.exe"
+		}
+		fakeBin := filepath.Join(tmpDir, name)
+		os.WriteFile(fakeBin, []byte("#!/bin/sh\n"), 0o755)
+		t.Setenv("PATH", tmpDir)
+
+		got, err := c.findPath()
+		if err != nil {
+			t.Fatalf("unexpected error: %v", err)
+		}
+		if got != fakeBin {
+			t.Errorf("findPath() = %q, want %q", got, fakeBin)
+		}
+	})
+
+	t.Run("returns error when not in PATH", func(t *testing.T) {
+		t.Setenv("PATH", t.TempDir()) // empty dir, no copilot binary
+
+		_, err := c.findPath()
+		if err == nil {
+			t.Fatal("expected error, got nil")
+		}
+	})
+
+	t.Run("falls back to ~/.local/bin/copilot", func(t *testing.T) {
+		tmpDir := t.TempDir()
+		setTestHome(t, tmpDir)
+		t.Setenv("PATH", t.TempDir()) // empty dir, no copilot binary
+
+		name := "copilot"
+		if runtime.GOOS == "windows" {
+			name = "copilot.exe"
+		}
+		fallback := filepath.Join(tmpDir, ".local", "bin", name)
+		os.MkdirAll(filepath.Dir(fallback), 0o755)
+		os.WriteFile(fallback, []byte("#!/bin/sh\n"), 0o755)
+
+		got, err := c.findPath()
+		if err != nil {
+			t.Fatalf("unexpected error: %v", err)
+		}
+		if got != fallback {
+			t.Errorf("findPath() = %q, want %q", got, fallback)
+		}
+	})
+
+	t.Run("returns error when neither PATH nor fallback exists", func(t *testing.T) {
+		tmpDir := t.TempDir()
+		setTestHome(t, tmpDir)
+		t.Setenv("PATH", t.TempDir()) // empty dir, no copilot binary
+
+		_, err := c.findPath()
+		if err == nil {
+			t.Fatal("expected error, got nil")
+		}
+	})
+}
+
+func TestCopilotArgs(t *testing.T) {
+	c := &Copilot{}
+
+	tests := []struct {
+		name  string
+		model string
+		args  []string
+		want  []string
+	}{
+		{"with model", "llama3.2", nil, []string{"--model", "llama3.2"}},
+		{"empty model", "", nil, nil},
+		{"with model and extra", "llama3.2", []string{"--verbose"}, []string{"--model", "llama3.2", "--verbose"}},
+		{"empty model with help", "", []string{"--help"}, []string{"--help"}},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			got := c.args(tt.model, tt.args)
+			if !slices.Equal(got, tt.want) {
+				t.Errorf("args(%q, %v) = %v, want %v", tt.model, tt.args, got, tt.want)
+			}
+		})
+	}
+}
+
+func TestCopilotEnvVars(t *testing.T) {
+	c := &Copilot{}
+
+	envMap := func(envs []string) map[string]string {
+		m := make(map[string]string)
+		for _, e := range envs {
+			k, v, _ := strings.Cut(e, "=")
+			m[k] = v
+		}
+		return m
+	}
+
+	t.Run("sets required provider env vars with model", func(t *testing.T) {
+		got := envMap(c.envVars("llama3.2"))
+		if got["COPILOT_PROVIDER_BASE_URL"] == "" {
+			t.Error("COPILOT_PROVIDER_BASE_URL should be set")
+		}
+		if !strings.HasSuffix(got["COPILOT_PROVIDER_BASE_URL"], "/v1") {
+			t.Errorf("COPILOT_PROVIDER_BASE_URL = %q, want /v1 suffix", got["COPILOT_PROVIDER_BASE_URL"])
+		}
+		if _, ok := got["COPILOT_PROVIDER_API_KEY"]; !ok {
+			t.Error("COPILOT_PROVIDER_API_KEY should be set (empty)")
+		}
+		if got["COPILOT_PROVIDER_WIRE_API"] != "responses" {
+			t.Errorf("COPILOT_PROVIDER_WIRE_API = %q, want %q", got["COPILOT_PROVIDER_WIRE_API"], "responses")
+		}
+		if got["COPILOT_MODEL"] != "llama3.2" {
+			t.Errorf("COPILOT_MODEL = %q, want %q", got["COPILOT_MODEL"], "llama3.2")
+		}
+	})
+
+	t.Run("omits COPILOT_MODEL when model is empty", func(t *testing.T) {
+		got := envMap(c.envVars(""))
+		if _, ok := got["COPILOT_MODEL"]; ok {
+			t.Errorf("COPILOT_MODEL should not be set for empty model, got %q", got["COPILOT_MODEL"])
+		}
+	})
+
+	t.Run("uses custom OLLAMA_HOST", func(t *testing.T) {
+		t.Setenv("OLLAMA_HOST", "http://myhost:9999")
+		got := envMap(c.envVars("test"))
+		if !strings.Contains(got["COPILOT_PROVIDER_BASE_URL"], "myhost:9999") {
+			t.Errorf("COPILOT_PROVIDER_BASE_URL = %q, want custom host", got["COPILOT_PROVIDER_BASE_URL"])
+		}
+	})
+}

cmd/launch/hermes.go

@@ -0,0 +1,679 @@
+package launch
+
+import (
+	"bufio"
+	"bytes"
+	"context"
+	"fmt"
+	"net/http"
+	"os"
+	"os/exec"
+	"path/filepath"
+	"runtime"
+	"slices"
+	"strconv"
+	"strings"
+
+	"gopkg.in/yaml.v3"
+
+	"github.com/ollama/ollama/api"
+	"github.com/ollama/ollama/cmd/config"
+	"github.com/ollama/ollama/cmd/internal/fileutil"
+	"github.com/ollama/ollama/envconfig"
+)
+
+const (
+	hermesInstallScript     = "curl -fsSL https://raw.githubusercontent.com/NousResearch/hermes-agent/main/scripts/install.sh | bash -s -- --skip-setup"
+	hermesProviderName      = "Ollama"
+	hermesProviderKey       = "ollama-launch"
+	hermesLegacyKey         = "ollama"
+	hermesPlaceholderKey    = "ollama"
+	hermesGatewaySetupHint  = "hermes gateway setup"
+	hermesGatewaySetupTitle = "Connect a messaging app now?"
+)
+
+var (
+	hermesGOOS      = runtime.GOOS
+	hermesLookPath  = exec.LookPath
+	hermesCommand   = exec.Command
+	hermesUserHome  = os.UserHomeDir
+	hermesOllamaURL = envconfig.ConnectableHost
+)
+
+var hermesMessagingEnvGroups = [][]string{
+	{"TELEGRAM_BOT_TOKEN"},
+	{"DISCORD_BOT_TOKEN"},
+	{"SLACK_BOT_TOKEN"},
+	{"SIGNAL_ACCOUNT"},
+	{"EMAIL_ADDRESS"},
+	{"TWILIO_ACCOUNT_SID"},
+	{"MATRIX_ACCESS_TOKEN", "MATRIX_PASSWORD"},
+	{"MATTERMOST_TOKEN"},
+	{"WHATSAPP_PHONE_NUMBER_ID"},
+	{"DINGTALK_CLIENT_ID"},
+	{"FEISHU_APP_ID"},
+	{"WECOM_BOT_ID"},
+	{"WEIXIN_ACCOUNT_ID"},
+	{"BLUEBUBBLES_SERVER_URL"},
+	{"WEBHOOK_ENABLED"},
+}
+
+// Hermes is intentionally not an Editor integration: launch owns one primary
+// model and the local Ollama endpoint, while Hermes keeps its own discovery and
+// switching UX after startup.
+type Hermes struct{}
+
+func (h *Hermes) String() string { return "Hermes Agent" }
+
+func (h *Hermes) Run(_ string, args []string) error {
+	// Hermes reads its primary model from config.yaml. launch configures that
+	// default model ahead of time so we can keep runtime invocation simple and
+	// still let Hermes discover additional models later via its own UX.
+	bin, err := h.binary()
+	if err != nil {
+		return err
+	}
+	if err := h.runGatewaySetupPreflight(args, func() error {
+		return hermesAttachedCommand(bin, "gateway", "setup").Run()
+	}); err != nil {
+		return err
+	}
+	return hermesAttachedCommand(bin, args...).Run()
+}
+
+func (h *Hermes) Paths() []string {
+	configPath, err := hermesConfigPath()
+	if err != nil {
+		return nil
+	}
+	return []string{configPath}
+}
+
+func (h *Hermes) Configure(model string) error {
+	configPath, err := hermesConfigPath()
+	if err != nil {
+		return err
+	}
+
+	cfg := map[string]any{}
+	if data, err := os.ReadFile(configPath); err == nil {
+		if err := yaml.Unmarshal(data, &cfg); err != nil {
+			return fmt.Errorf("parse hermes config: %w", err)
+		}
+	} else if !os.IsNotExist(err) {
+		return err
+	}
+
+	modelSection, _ := cfg["model"].(map[string]any)
+	if modelSection == nil {
+		modelSection = make(map[string]any)
+	}
+	models := h.listModels(model)
+	applyHermesManagedProviders(cfg, hermesBaseURL(), model, models)
+
+	// launch writes the minimum provider/default-model settings needed to
+	// bootstrap Hermes against Ollama. The active provider stays on a
+	// launch-owned key so /model stays aligned with the launcher-managed entry,
+	// and the Ollama endpoint lives in providers: so the picker shows one row.
+	modelSection["provider"] = hermesProviderKey
+	modelSection["default"] = model
+	modelSection["base_url"] = hermesBaseURL()
+	modelSection["api_key"] = hermesPlaceholderKey
+	cfg["model"] = modelSection
+
+	// use Hermes' built-in web toolset for now.
+	// TODO(parthsareen): move this to using Ollama web search
+	cfg["toolsets"] = mergeHermesToolsets(cfg["toolsets"])
+
+	data, err := yaml.Marshal(cfg)
+	if err != nil {
+		return err
+	}
+	if err := os.MkdirAll(filepath.Dir(configPath), 0o755); err != nil {
+		return err
+	}
+	return fileutil.WriteWithBackup(configPath, data)
+}
+
+func (h *Hermes) CurrentModel() string {
+	configPath, err := hermesConfigPath()
+	if err != nil {
+		return ""
+	}
+	data, err := os.ReadFile(configPath)
+	if err != nil {
+		return ""
+	}
+
+	cfg := map[string]any{}
+	if yaml.Unmarshal(data, &cfg) != nil {
+		return ""
+	}
+	return hermesManagedCurrentModel(cfg, hermesBaseURL())
+}
+
+func (h *Hermes) Onboard() error {
+	return config.MarkIntegrationOnboarded("hermes")
+}
+
+func (h *Hermes) RequiresInteractiveOnboarding() bool {
+	return false
+}
+
+func (h *Hermes) RefreshRuntimeAfterConfigure() error {
+	running, err := h.gatewayRunning()
+	if err != nil {
+		return fmt.Errorf("check Hermes gateway status: %w", err)
+	}
+	if !running {
+		return nil
+	}
+
+	fmt.Fprintf(os.Stderr, "%sRefreshing Hermes messaging gateway...%s\n", ansiGray, ansiReset)
+	if err := h.restartGateway(); err != nil {
+		return fmt.Errorf("restart Hermes gateway: %w", err)
+	}
+	fmt.Fprintln(os.Stderr)
+	return nil
+}
+
+func (h *Hermes) installed() bool {
+	_, err := h.binary()
+	return err == nil
+}
+
+func (h *Hermes) ensureInstalled() error {
+	if h.installed() {
+		return nil
+	}
+
+	if hermesGOOS == "windows" {
+		return hermesWindowsHint()
+	}
+
+	var missing []string
+	for _, dep := range []string{"bash", "curl", "git"} {
+		if _, err := hermesLookPath(dep); err != nil {
+			missing = append(missing, dep)
+		}
+	}
+	if len(missing) > 0 {
+		return fmt.Errorf("Hermes is not installed and required dependencies are missing\n\nInstall the following first:\n  %s\n\nThen re-run:\n  ollama launch hermes", strings.Join(missing, "\n  "))
+	}
+
+	ok, err := ConfirmPrompt("Hermes is not installed. Install now?")
+	if err != nil {
+		return err
+	}
+	if !ok {
+		return fmt.Errorf("hermes installation cancelled")
+	}
+
+	fmt.Fprintf(os.Stderr, "\nInstalling Hermes...\n")
+	if err := hermesAttachedCommand("bash", "-lc", hermesInstallScript).Run(); err != nil {
+		return fmt.Errorf("failed to install hermes: %w", err)
+	}
+
+	if !h.installed() {
+		return fmt.Errorf("hermes was installed but the binary was not found on PATH\n\nYou may need to restart your shell")
+	}
+
+	fmt.Fprintf(os.Stderr, "%sHermes installed successfully%s\n\n", ansiGreen, ansiReset)
+	return nil
+}
+
+func (h *Hermes) listModels(defaultModel string) []string {
+	client := hermesOllamaClient()
+	resp, err := client.List(context.Background())
+	if err != nil {
+		return []string{defaultModel}
+	}
+
+	models := make([]string, 0, len(resp.Models)+1)
+	seen := make(map[string]struct{}, len(resp.Models)+1)
+	add := func(name string) {
+		name = strings.TrimSpace(name)
+		if name == "" {
+			return
+		}
+		if _, ok := seen[name]; ok {
+			return
+		}
+		seen[name] = struct{}{}
+		models = append(models, name)
+	}
+
+	add(defaultModel)
+	for _, entry := range resp.Models {
+		add(entry.Name)
+	}
+	if len(models) == 0 {
+		return []string{defaultModel}
+	}
+	return models
+}
+
+func (h *Hermes) binary() (string, error) {
+	if path, err := hermesLookPath("hermes"); err == nil {
+		return path, nil
+	}
+
+	if hermesGOOS == "windows" {
+		return "", hermesWindowsHint()
+	}
+
+	home, err := hermesUserHome()
+	if err != nil {
+		return "", err
+	}
+	fallback := filepath.Join(home, ".local", "bin", "hermes")
+	if _, err := os.Stat(fallback); err == nil {
+		return fallback, nil
+	}
+
+	return "", fmt.Errorf("hermes is not installed")
+}
+
+func hermesConfigPath() (string, error) {
+	home, err := hermesUserHome()
+	if err != nil {
+		return "", err
+	}
+	return filepath.Join(home, ".hermes", "config.yaml"), nil
+}
+
+func hermesBaseURL() string {
+	return strings.TrimRight(hermesOllamaURL().String(), "/") + "/v1"
+}
+
+func hermesEnvPath() (string, error) {
+	home, err := hermesUserHome()
+	if err != nil {
+		return "", err
+	}
+	return filepath.Join(home, ".hermes", ".env"), nil
+}
+
+func (h *Hermes) runGatewaySetupPreflight(args []string, runSetup func() error) error {
+	if len(args) > 0 || !isInteractiveSession() || currentLaunchConfirmPolicy.yes || currentLaunchConfirmPolicy.requireYesMessage {
+		return nil
+	}
+	if h.messagingConfigured() {
+		return nil
+	}
+
+	fmt.Fprintf(os.Stderr, "\nHermes can message you on Telegram, Discord, Slack, and more.\n\n")
+	ok, err := ConfirmPromptWithOptions(hermesGatewaySetupTitle, ConfirmOptions{
+		YesLabel: "Yes",
+		NoLabel:  "Set up later",
+	})
+	if err != nil {
+		return err
+	}
+	if !ok {
+		return nil
+	}
+	if err := runSetup(); err != nil {
+		return fmt.Errorf("hermes messaging setup failed: %w\n\nTry running: %s", err, hermesGatewaySetupHint)
+	}
+	return nil
+}
+
+func (h *Hermes) messagingConfigured() bool {
+	envVars, err := h.gatewayEnvVars()
+	if err != nil {
+		return false
+	}
+	for _, group := range hermesMessagingEnvGroups {
+		for _, key := range group {
+			if strings.TrimSpace(envVars[key]) != "" {
+				return true
+			}
+		}
+	}
+	return false
+}
+
+func (h *Hermes) gatewayEnvVars() (map[string]string, error) {
+	envVars := make(map[string]string)
+
+	envFilePath, err := hermesEnvPath()
+	if err != nil {
+		return nil, err
+	}
+	switch data, err := os.ReadFile(envFilePath); {
+	case err == nil:
+		for key, value := range hermesParseEnvFile(data) {
+			envVars[key] = value
+		}
+	case os.IsNotExist(err):
+		// nothing persisted yet
+	default:
+		return nil, err
+	}
+
+	for _, group := range hermesMessagingEnvGroups {
+		for _, key := range group {
+			if value, ok := os.LookupEnv(key); ok {
+				envVars[key] = value
+			}
+		}
+	}
+
+	return envVars, nil
+}
+
+func (h *Hermes) gatewayRunning() (bool, error) {
+	status, err := h.gatewayStatusOutput()
+	if err != nil {
+		return false, err
+	}
+	return hermesGatewayStatusRunning(status), nil
+}
+
+func (h *Hermes) gatewayStatusOutput() (string, error) {
+	bin, err := h.binary()
+	if err != nil {
+		return "", err
+	}
+	out, err := hermesCommand(bin, "gateway", "status").CombinedOutput()
+	return string(out), err
+}
+
+func (h *Hermes) restartGateway() error {
+	bin, err := h.binary()
+	if err != nil {
+		return err
+	}
+	return hermesAttachedCommand(bin, "gateway", "restart").Run()
+}
+
+func hermesGatewayStatusRunning(output string) bool {
+	status := strings.ToLower(output)
+	switch {
+	case strings.Contains(status, "gateway is not running"):
+		return false
+	case strings.Contains(status, "gateway service is stopped"):
+		return false
+	case strings.Contains(status, "gateway service is not loaded"):
+		return false
+	case strings.Contains(status, "gateway is running"):
+		return true
+	case strings.Contains(status, "gateway service is running"):
+		return true
+	case strings.Contains(status, "gateway service is loaded"):
+		return true
+	default:
+		return false
+	}
+}
+
+func hermesParseEnvFile(data []byte) map[string]string {
+	out := make(map[string]string)
+	scanner := bufio.NewScanner(bytes.NewReader(data))
+	for scanner.Scan() {
+		line := strings.TrimSpace(strings.TrimPrefix(scanner.Text(), "\ufeff"))
+		if line == "" || strings.HasPrefix(line, "#") {
+			continue
+		}
+		if strings.HasPrefix(line, "export ") {
+			line = strings.TrimSpace(strings.TrimPrefix(line, "export "))
+		}
+
+		key, value, ok := strings.Cut(line, "=")
+		if !ok {
+			continue
+		}
+
+		key = strings.TrimSpace(key)
+		if key == "" {
+			continue
+		}
+
+		value = strings.TrimSpace(value)
+		if len(value) >= 2 {
+			switch {
+			case value[0] == '"' && value[len(value)-1] == '"':
+				if unquoted, err := strconv.Unquote(value); err == nil {
+					value = unquoted
+				}
+			case value[0] == '\'' && value[len(value)-1] == '\'':
+				value = value[1 : len(value)-1]
+			}
+		}
+
+		out[key] = value
+	}
+	return out
+}
+
+func hermesOllamaClient() *api.Client {
+	// Hermes queries the same launch-resolved Ollama host that launch writes
+	// into config, so model discovery follows the configured endpoint.
+	return api.NewClient(hermesOllamaURL(), http.DefaultClient)
+}
+
+func applyHermesManagedProviders(cfg map[string]any, baseURL string, model string, models []string) {
+	providers := hermesUserProviders(cfg["providers"])
+	entry := hermesManagedProviderEntry(providers)
+	if entry == nil {
+		entry = make(map[string]any)
+	}
+	entry["name"] = hermesProviderName
+	entry["api"] = baseURL
+	entry["default_model"] = model
+	entry["models"] = hermesStringListAny(models)
+	providers[hermesProviderKey] = entry
+	delete(providers, hermesLegacyKey)
+	cfg["providers"] = providers
+
+	customProviders := hermesWithoutManagedCustomProviders(cfg["custom_providers"])
+	if len(customProviders) == 0 {
+		delete(cfg, "custom_providers")
+		return
+	}
+	cfg["custom_providers"] = customProviders
+}
+
+func hermesManagedCurrentModel(cfg map[string]any, baseURL string) string {
+	modelCfg, _ := cfg["model"].(map[string]any)
+	if modelCfg == nil {
+		return ""
+	}
+
+	provider, _ := modelCfg["provider"].(string)
+	if strings.TrimSpace(strings.ToLower(provider)) != hermesProviderKey {
+		return ""
+	}
+
+	configBaseURL, _ := modelCfg["base_url"].(string)
+	if hermesNormalizeURL(configBaseURL) != hermesNormalizeURL(baseURL) {
+		return ""
+	}
+
+	current, _ := modelCfg["default"].(string)
+	current = strings.TrimSpace(current)
+	if current == "" {
+		return ""
+	}
+
+	providers := hermesUserProviders(cfg["providers"])
+	entry, _ := providers[hermesProviderKey].(map[string]any)
+	if entry == nil {
+		return ""
+	}
+	if hermesHasManagedCustomProvider(cfg["custom_providers"]) {
+		return ""
+	}
+
+	apiURL, _ := entry["api"].(string)
+	if hermesNormalizeURL(apiURL) != hermesNormalizeURL(baseURL) {
+		return ""
+	}
+
+	defaultModel, _ := entry["default_model"].(string)
+	if strings.TrimSpace(defaultModel) != current {
+		return ""
+	}
+
+	return current
+}
+
+func hermesUserProviders(current any) map[string]any {
+	switch existing := current.(type) {
+	case map[string]any:
+		out := make(map[string]any, len(existing))
+		for key, value := range existing {
+			out[key] = value
+		}
+		return out
+	case map[any]any:
+		out := make(map[string]any, len(existing))
+		for key, value := range existing {
+			if s, ok := key.(string); ok {
+				out[s] = value
+			}
+		}
+		return out
+	default:
+		return make(map[string]any)
+	}
+}
+
+func hermesCustomProviders(current any) []any {
+	switch existing := current.(type) {
+	case []any:
+		return append([]any(nil), existing...)
+	case []map[string]any:
+		out := make([]any, 0, len(existing))
+		for _, entry := range existing {
+			out = append(out, entry)
+		}
+		return out
+	default:
+		return nil
+	}
+}
+
+func hermesManagedProviderEntry(providers map[string]any) map[string]any {
+	for _, key := range []string{hermesProviderKey, hermesLegacyKey} {
+		if entry, _ := providers[key].(map[string]any); entry != nil {
+			return entry
+		}
+	}
+	return nil
+}
+
+func hermesWithoutManagedCustomProviders(current any) []any {
+	customProviders := hermesCustomProviders(current)
+	preserved := make([]any, 0, len(customProviders))
+
+	for _, item := range customProviders {
+		entry, _ := item.(map[string]any)
+		if entry == nil {
+			preserved = append(preserved, item)
+			continue
+		}
+		if hermesManagedCustomProvider(entry) {
+			continue
+		}
+		preserved = append(preserved, entry)
+	}
+
+	return preserved
+}
+
+func hermesHasManagedCustomProvider(current any) bool {
+	for _, item := range hermesCustomProviders(current) {
+		entry, _ := item.(map[string]any)
+		if entry != nil && hermesManagedCustomProvider(entry) {
+			return true
+		}
+	}
+	return false
+}
+
+func hermesManagedCustomProvider(entry map[string]any) bool {
+	name, _ := entry["name"].(string)
+	return strings.EqualFold(strings.TrimSpace(name), hermesProviderName)
+}
+
+func hermesNormalizeURL(raw string) string {
+	return strings.TrimRight(strings.TrimSpace(raw), "/")
+}
+
+func hermesStringListAny(models []string) []any {
+	out := make([]any, 0, len(models))
+	for _, model := range dedupeModelList(models) {
+		model = strings.TrimSpace(model)
+		if model == "" {
+			continue
+		}
+		out = append(out, model)
+	}
+	return out
+}
+
+func mergeHermesToolsets(current any) any {
+	added := false
+	switch existing := current.(type) {
+	case []any:
+		out := make([]any, 0, len(existing)+1)
+		for _, item := range existing {
+			out = append(out, item)
+			if s, _ := item.(string); s == "web" {
+				added = true
+			}
+		}
+		if !added {
+			out = append(out, "web")
+		}
+		return out
+	case []string:
+		out := append([]string(nil), existing...)
+		if !slices.Contains(out, "web") {
+			out = append(out, "web")
+		}
+		asAny := make([]any, 0, len(out))
+		for _, item := range out {
+			asAny = append(asAny, item)
+		}
+		return asAny
+	case string:
+		if strings.TrimSpace(existing) == "" {
+			return []any{"hermes-cli", "web"}
+		}
+		parts := strings.Split(existing, ",")
+		out := make([]any, 0, len(parts)+1)
+		for _, part := range parts {
+			part = strings.TrimSpace(part)
+			if part == "" {
+				continue
+			}
+			if part == "web" {
+				added = true
+			}
+			out = append(out, part)
+		}
+		if !added {
+			out = append(out, "web")
+		}
+		return out
+	default:
+		return []any{"hermes-cli", "web"}
+	}
+}
+
+func hermesAttachedCommand(name string, args ...string) *exec.Cmd {
+	cmd := hermesCommand(name, args...)
+	cmd.Stdin = os.Stdin
+	cmd.Stdout = os.Stdout
+	cmd.Stderr = os.Stderr
+	return cmd
+}
+
+func hermesWindowsHint() error {
+	return fmt.Errorf("Hermes on Windows requires WSL2. Install WSL with: wsl --install\n" +
+		"Then run 'ollama launch hermes' from inside your WSL shell.\n" +
+		"Docs: https://hermes-agent.nousresearch.com/docs/getting-started/installation/")
+}

cmd/launch/integrations_test.go

@@ -14,6 +14,7 @@ import (
 
 	"github.com/google/go-cmp/cmp"
 	"github.com/ollama/ollama/api"
+	"github.com/ollama/ollama/cmd/config"
 )
 
 type stubEditorRunner struct {
@@ -53,6 +54,7 @@ func TestIntegrationLookup(t *testing.T) {
 		{"claude uppercase", "CLAUDE", true, "Claude Code"},
 		{"claude mixed case", "Claude", true, "Claude Code"},
 		{"codex", "codex", true, "Codex"},
+		{"kimi", "kimi", true, "Kimi Code CLI"},
 		{"droid", "droid", true, "Droid"},
 		{"opencode", "opencode", true, "OpenCode"},
 		{"unknown integration", "unknown", false, ""},
@@ -73,7 +75,7 @@ func TestIntegrationLookup(t *testing.T) {
 }
 
 func TestIntegrationRegistry(t *testing.T) {
-	expectedIntegrations := []string{"claude", "codex", "droid", "opencode"}
+	expectedIntegrations := []string{"claude", "codex", "kimi", "droid", "opencode", "hermes"}
 
 	for _, name := range expectedIntegrations {
 		t.Run(name, func(t *testing.T) {
@@ -88,6 +90,15 @@ func TestIntegrationRegistry(t *testing.T) {
 	}
 }
 
+func TestHiddenIntegrationsExcludedFromVisibleLists(t *testing.T) {
+	for _, info := range ListIntegrationInfos() {
+		switch info.Name {
+		case "cline", "vscode", "kimi":
+			t.Fatalf("hidden integration %q should not appear in ListIntegrationInfos", info.Name)
+		}
+	}
+}
+
 func TestHasLocalModel(t *testing.T) {
 	tests := []struct {
 		name   string
@@ -290,7 +301,7 @@ func TestParseArgs(t *testing.T) {
 func TestIsCloudModel(t *testing.T) {
 	// isCloudModel now only uses Show API, so nil client always returns false
 	t.Run("nil client returns false", func(t *testing.T) {
-		models := []string{"glm-5:cloud", "kimi-k2.5:cloud", "local-model"}
+		models := []string{"glm-5.1:cloud", "kimi-k2.6:cloud", "local-model"}
 		for _, model := range models {
 			if isCloudModel(context.Background(), nil, model) {
 				t.Errorf("isCloudModel(%q) with nil client should return false", model)
@@ -307,10 +318,18 @@ func names(items []ModelItem) []string {
 	return out
 }
 
+func recommendedNames(extra ...string) []string {
+	out := make([]string, 0, len(recommendedModels)+len(extra))
+	for _, item := range recommendedModels {
+		out = append(out, item.Name)
+	}
+	return append(out, extra...)
+}
+
 func TestBuildModelList_NoExistingModels(t *testing.T) {
 	items, _, _, _ := buildModelList(nil, nil, "")
 
-	want := []string{"kimi-k2.5:cloud", "qwen3.5:cloud", "glm-5:cloud", "minimax-m2.7:cloud", "glm-4.7-flash", "qwen3.5"}
+	want := recommendedNames()
 	if diff := cmp.Diff(want, names(items)); diff != "" {
 		t.Errorf("with no existing models, items should be recommended in order (-want +got):\n%s", diff)
 	}
@@ -328,7 +347,7 @@ func TestBuildModelList_NoExistingModels(t *testing.T) {
 	}
 }
 
-func TestBuildModelList_OnlyLocalModels_CloudRecsAtBottom(t *testing.T) {
+func TestBuildModelList_OnlyLocalModels_CloudRecsStillFirst(t *testing.T) {
 	existing := []modelInfo{
 		{Name: "llama3.2:latest", Remote: false},
 		{Name: "qwen2.5:latest", Remote: false},
@@ -337,54 +356,89 @@ func TestBuildModelList_OnlyLocalModels_CloudRecsAtBottom(t *testing.T) {
 	items, _, _, _ := buildModelList(existing, nil, "")
 	got := names(items)
 
-	// Recommended pinned at top (local recs first, then cloud recs when only-local), then installed non-recs
-	want := []string{"glm-4.7-flash", "qwen3.5", "kimi-k2.5:cloud", "qwen3.5:cloud", "glm-5:cloud", "minimax-m2.7:cloud", "llama3.2", "qwen2.5"}
+	// Cloud recs always come first among recommended, regardless of installed inventory.
+	// Cloud disablement is handled upstream in loadSelectableModels via filterCloudItems.
+	want := recommendedNames("llama3.2", "qwen2.5")
 	if diff := cmp.Diff(want, got); diff != "" {
-		t.Errorf("recs pinned at top, local recs before cloud recs (-want +got):\n%s", diff)
+		t.Errorf("cloud recs pinned first even when no cloud models installed (-want +got):\n%s", diff)
 	}
 }
 
 func TestBuildModelList_BothCloudAndLocal_RegularSort(t *testing.T) {
 	existing := []modelInfo{
 		{Name: "llama3.2:latest", Remote: false},
-		{Name: "glm-5:cloud", Remote: true},
+		{Name: "glm-5.1:cloud", Remote: true},
 	}
 
 	items, _, _, _ := buildModelList(existing, nil, "")
 	got := names(items)
 
 	// All recs pinned at top (cloud before local in mixed case), then non-recs
-	want := []string{"kimi-k2.5:cloud", "qwen3.5:cloud", "glm-5:cloud", "minimax-m2.7:cloud", "glm-4.7-flash", "qwen3.5", "llama3.2"}
+	want := recommendedNames("llama3.2")
 	if diff := cmp.Diff(want, got); diff != "" {
 		t.Errorf("recs pinned at top, cloud recs first in mixed case (-want +got):\n%s", diff)
 	}
 }
 
-func TestBuildModelList_PreCheckedFirst(t *testing.T) {
+func TestBuildModelList_PreCheckedNonRecommendedFirstInMore(t *testing.T) {
 	existing := []modelInfo{
 		{Name: "llama3.2:latest", Remote: false},
-		{Name: "glm-5:cloud", Remote: true},
+		{Name: "glm-5.1:cloud", Remote: true},
 	}
 
 	items, _, _, _ := buildModelList(existing, []string{"llama3.2"}, "")
 	got := names(items)
 
-	if got[0] != "llama3.2" {
-		t.Errorf("pre-checked model should be first, got %v", got)
+	want := recommendedNames("llama3.2")
+	if diff := cmp.Diff(want, got); diff != "" {
+		t.Errorf("recommended block should stay fixed while checked non-recommended models lead More (-want +got):\n%s", diff)
+	}
+}
+
+func TestBuildModelList_CurrentDefaultFirstAmongCheckedNonRec(t *testing.T) {
+	existing := []modelInfo{
+		{Name: "alpha", Remote: false},
+		{Name: "zebra", Remote: false},
+		{Name: "middle", Remote: false},
+	}
+
+	// "zebra" is the current/default; all three are checked, none are recommended.
+	// Expected non-rec order: zebra (default), alpha, middle (alphabetical).
+	items, _, _, _ := buildModelList(existing, []string{"zebra", "alpha", "middle"}, "zebra")
+	got := names(items)
+
+	// Skip recommended items to find the non-rec portion.
+	var nonRec []string
+	for _, item := range items {
+		if !item.Recommended {
+			nonRec = append(nonRec, item.Name)
+		}
+	}
+	if len(nonRec) < 3 {
+		t.Fatalf("expected 3 non-rec items, got %v", nonRec)
+	}
+	if nonRec[0] != "zebra" {
+		t.Errorf("current/default model should be first among checked non-rec, got %v (full: %v)", nonRec, got)
+	}
+	if nonRec[1] != "alpha" {
+		t.Errorf("remaining checked should be alphabetical, expected alpha second, got %v", nonRec)
+	}
+	if nonRec[2] != "middle" {
+		t.Errorf("remaining checked should be alphabetical, expected middle third, got %v", nonRec)
 	}
 }
 
 func TestBuildModelList_ExistingRecommendedMarked(t *testing.T) {
 	existing := []modelInfo{
-		{Name: "glm-4.7-flash", Remote: false},
-		{Name: "glm-5:cloud", Remote: true},
+		{Name: "gemma4", Remote: false},
+		{Name: "glm-5.1:cloud", Remote: true},
 	}
 
 	items, _, _, _ := buildModelList(existing, nil, "")
 
 	for _, item := range items {
 		switch item.Name {
-		case "glm-4.7-flash", "glm-5:cloud":
+		case "gemma4", "glm-5.1:cloud":
 			if strings.HasSuffix(item.Description, "(not downloaded)") {
 				t.Errorf("installed recommended %q should not have '(not downloaded)' suffix, got %q", item.Name, item.Description)
 			}
@@ -392,7 +446,7 @@ func TestBuildModelList_ExistingRecommendedMarked(t *testing.T) {
 			if !strings.HasSuffix(item.Description, "(not downloaded)") {
 				t.Errorf("non-installed recommended %q should have '(not downloaded)' suffix, got %q", item.Name, item.Description)
 			}
-		case "minimax-m2.7:cloud", "kimi-k2.5:cloud", "qwen3.5:cloud":
+		case "minimax-m2.7:cloud", "kimi-k2.6:cloud", "qwen3.5:cloud":
 			if strings.HasSuffix(item.Description, "(not downloaded)") {
 				t.Errorf("cloud model %q should not have '(not downloaded)' suffix, got %q", item.Name, item.Description)
 			}
@@ -402,17 +456,17 @@ func TestBuildModelList_ExistingRecommendedMarked(t *testing.T) {
 
 func TestBuildModelList_ExistingCloudModelsNotPushedToBottom(t *testing.T) {
 	existing := []modelInfo{
-		{Name: "glm-4.7-flash", Remote: false},
-		{Name: "glm-5:cloud", Remote: true},
+		{Name: "gemma4", Remote: false},
+		{Name: "glm-5.1:cloud", Remote: true},
 	}
 
 	items, _, _, _ := buildModelList(existing, nil, "")
 	got := names(items)
 
-	// glm-4.7-flash and glm-5:cloud are installed so they sort normally;
-	// kimi-k2.5:cloud, qwen3.5:cloud, and qwen3.5 are not installed so they go to the bottom
+	// gemma4 and glm-5.1:cloud are installed so they sort normally;
+	// qwen3.5:cloud and qwen3.5 are not installed so they go to the bottom
 	// All recs: cloud first in mixed case, then local, in rec order within each
-	want := []string{"kimi-k2.5:cloud", "qwen3.5:cloud", "glm-5:cloud", "minimax-m2.7:cloud", "glm-4.7-flash", "qwen3.5"}
+	want := recommendedNames()
 	if diff := cmp.Diff(want, got); diff != "" {
 		t.Errorf("all recs, cloud first in mixed case (-want +got):\n%s", diff)
 	}
@@ -421,23 +475,23 @@ func TestBuildModelList_ExistingCloudModelsNotPushedToBottom(t *testing.T) {
 func TestBuildModelList_HasRecommendedCloudModel_OnlyNonInstalledAtBottom(t *testing.T) {
 	existing := []modelInfo{
 		{Name: "llama3.2:latest", Remote: false},
-		{Name: "kimi-k2.5:cloud", Remote: true},
+		{Name: "kimi-k2.6:cloud", Remote: true},
 	}
 
 	items, _, _, _ := buildModelList(existing, nil, "")
 	got := names(items)
 
-	// kimi-k2.5:cloud is installed so it sorts normally;
+	// kimi-k2.6:cloud is installed so it sorts normally;
 	// the rest of the recommendations are not installed so they go to the bottom
 	// All recs pinned at top (cloud first in mixed case), then non-recs
-	want := []string{"kimi-k2.5:cloud", "qwen3.5:cloud", "glm-5:cloud", "minimax-m2.7:cloud", "glm-4.7-flash", "qwen3.5", "llama3.2"}
+	want := recommendedNames("llama3.2")
 	if diff := cmp.Diff(want, got); diff != "" {
 		t.Errorf("recs pinned at top, cloud first in mixed case (-want +got):\n%s", diff)
 	}
 
 	for _, item := range items {
 		isCloud := strings.HasSuffix(item.Name, ":cloud")
-		isInstalled := slices.Contains([]string{"kimi-k2.5:cloud", "llama3.2"}, item.Name)
+		isInstalled := slices.Contains([]string{"kimi-k2.6:cloud", "llama3.2"}, item.Name)
 		if isInstalled || isCloud {
 			if strings.HasSuffix(item.Description, "(not downloaded)") {
 				t.Errorf("installed or cloud model %q should not have '(not downloaded)' suffix, got %q", item.Name, item.Description)
@@ -452,7 +506,7 @@ func TestBuildModelList_HasRecommendedCloudModel_OnlyNonInstalledAtBottom(t *tes
 
 func TestBuildModelList_LatestTagStripped(t *testing.T) {
 	existing := []modelInfo{
-		{Name: "glm-4.7-flash:latest", Remote: false},
+		{Name: "gemma4:latest", Remote: false},
 		{Name: "llama3.2:latest", Remote: false},
 	}
 
@@ -466,27 +520,27 @@ func TestBuildModelList_LatestTagStripped(t *testing.T) {
 		}
 	}
 
-	// glm-4.7-flash should not be duplicated (existing :latest matches the recommendation)
+	// gemma4 should not be duplicated (existing :latest matches the recommendation)
 	count := 0
 	for _, name := range got {
-		if name == "glm-4.7-flash" {
+		if name == "gemma4" {
 			count++
 		}
 	}
 	if count != 1 {
-		t.Errorf("glm-4.7-flash should appear exactly once, got %d in %v", count, got)
+		t.Errorf("gemma4 should appear exactly once, got %d in %v", count, got)
 	}
 
 	// Stripped name should be in existingModels so it won't be pulled
-	if !existingModels["glm-4.7-flash"] {
-		t.Error("glm-4.7-flash should be in existingModels")
+	if !existingModels["gemma4"] {
+		t.Error("gemma4 should be in existingModels")
 	}
 }
 
 func TestBuildModelList_ReturnsExistingAndCloudMaps(t *testing.T) {
 	existing := []modelInfo{
 		{Name: "llama3.2:latest", Remote: false},
-		{Name: "glm-5:cloud", Remote: true},
+		{Name: "glm-5.1:cloud", Remote: true},
 	}
 
 	_, _, existingModels, cloudModels := buildModelList(existing, nil, "")
@@ -494,18 +548,18 @@ func TestBuildModelList_ReturnsExistingAndCloudMaps(t *testing.T) {
 	if !existingModels["llama3.2"] {
 		t.Error("llama3.2 should be in existingModels")
 	}
-	if !existingModels["glm-5:cloud"] {
-		t.Error("glm-5:cloud should be in existingModels")
+	if !existingModels["glm-5.1:cloud"] {
+		t.Error("glm-5.1:cloud should be in existingModels")
 	}
-	if existingModels["glm-4.7-flash"] {
-		t.Error("glm-4.7-flash should not be in existingModels (it's a recommendation)")
+	if existingModels["gemma4"] {
+		t.Error("gemma4 should not be in existingModels (it's a recommendation)")
 	}
 
-	if !cloudModels["glm-5:cloud"] {
-		t.Error("glm-5:cloud should be in cloudModels")
+	if !cloudModels["glm-5.1:cloud"] {
+		t.Error("glm-5.1:cloud should be in cloudModels")
 	}
-	if !cloudModels["kimi-k2.5:cloud"] {
-		t.Error("kimi-k2.5:cloud should be in cloudModels (recommended cloud)")
+	if !cloudModels["kimi-k2.6:cloud"] {
+		t.Error("kimi-k2.6:cloud should be in cloudModels (recommended cloud)")
 	}
 	if !cloudModels["qwen3.5:cloud"] {
 		t.Error("qwen3.5:cloud should be in cloudModels (recommended cloud)")
@@ -517,7 +571,7 @@ func TestBuildModelList_ReturnsExistingAndCloudMaps(t *testing.T) {
 
 func TestBuildModelList_RecommendedFieldSet(t *testing.T) {
 	existing := []modelInfo{
-		{Name: "glm-4.7-flash", Remote: false},
+		{Name: "gemma4", Remote: false},
 		{Name: "llama3.2:latest", Remote: false},
 	}
 
@@ -525,7 +579,7 @@ func TestBuildModelList_RecommendedFieldSet(t *testing.T) {
 
 	for _, item := range items {
 		switch item.Name {
-		case "glm-4.7-flash", "qwen3.5", "glm-5:cloud", "kimi-k2.5:cloud", "qwen3.5:cloud":
+		case "gemma4", "qwen3.5", "glm-5.1:cloud", "kimi-k2.6:cloud", "qwen3.5:cloud":
 			if !item.Recommended {
 				t.Errorf("%q should have Recommended=true", item.Name)
 			}
@@ -540,21 +594,21 @@ func TestBuildModelList_RecommendedFieldSet(t *testing.T) {
 func TestBuildModelList_MixedCase_CloudRecsFirst(t *testing.T) {
 	existing := []modelInfo{
 		{Name: "llama3.2:latest", Remote: false},
-		{Name: "glm-5:cloud", Remote: true},
+		{Name: "glm-5.1:cloud", Remote: true},
 	}
 
 	items, _, _, _ := buildModelList(existing, nil, "")
 	got := names(items)
 
 	// Cloud recs should sort before local recs in mixed case
-	cloudIdx := slices.Index(got, "glm-5:cloud")
-	localIdx := slices.Index(got, "glm-4.7-flash")
+	cloudIdx := slices.Index(got, "glm-5.1:cloud")
+	localIdx := slices.Index(got, "gemma4")
 	if cloudIdx > localIdx {
 		t.Errorf("cloud recs should be before local recs in mixed case, got %v", got)
 	}
 }
 
-func TestBuildModelList_OnlyLocal_LocalRecsFirst(t *testing.T) {
+func TestBuildModelList_OnlyLocal_CloudRecsStillFirst(t *testing.T) {
 	existing := []modelInfo{
 		{Name: "llama3.2:latest", Remote: false},
 	}
@@ -562,11 +616,11 @@ func TestBuildModelList_OnlyLocal_LocalRecsFirst(t *testing.T) {
 	items, _, _, _ := buildModelList(existing, nil, "")
 	got := names(items)
 
-	// Local recs should sort before cloud recs in only-local case
-	localIdx := slices.Index(got, "glm-4.7-flash")
-	cloudIdx := slices.Index(got, "glm-5:cloud")
-	if localIdx > cloudIdx {
-		t.Errorf("local recs should be before cloud recs in only-local case, got %v", got)
+	// Cloud recs sort before local recs regardless of installed inventory.
+	localIdx := slices.Index(got, "gemma4")
+	cloudIdx := slices.Index(got, "glm-5.1:cloud")
+	if cloudIdx > localIdx {
+		t.Errorf("cloud recs should be before local recs even when only local models installed, got %v", got)
 	}
 }
 
@@ -583,7 +637,7 @@ func TestBuildModelList_RecsAboveNonRecs(t *testing.T) {
 	lastRecIdx := -1
 	firstNonRecIdx := len(got)
 	for i, name := range got {
-		isRec := name == "glm-4.7-flash" || name == "qwen3.5" || name == "minimax-m2.7:cloud" || name == "glm-5:cloud" || name == "kimi-k2.5:cloud" || name == "qwen3.5:cloud"
+		isRec := name == "gemma4" || name == "qwen3.5" || name == "minimax-m2.7:cloud" || name == "glm-5.1:cloud" || name == "kimi-k2.6:cloud" || name == "qwen3.5:cloud"
 		if isRec && i > lastRecIdx {
 			lastRecIdx = i
 		}
@@ -596,17 +650,32 @@ func TestBuildModelList_RecsAboveNonRecs(t *testing.T) {
 	}
 }
 
-func TestBuildModelList_CheckedBeforeRecs(t *testing.T) {
+func TestBuildModelList_CheckedRecommendedDoesNotReshuffleRecommendedOrder(t *testing.T) {
 	existing := []modelInfo{
 		{Name: "llama3.2:latest", Remote: false},
-		{Name: "glm-5:cloud", Remote: true},
+		{Name: "glm-5.1:cloud", Remote: true},
 	}
 
-	items, _, _, _ := buildModelList(existing, []string{"llama3.2"}, "")
+	items, _, _, _ := buildModelList(existing, []string{"qwen3.5:cloud", "glm-5.1:cloud"}, "")
 	got := names(items)
 
-	if got[0] != "llama3.2" {
-		t.Errorf("checked model should be first even before recs, got %v", got)
+	want := recommendedNames("llama3.2")
+	if diff := cmp.Diff(want, got); diff != "" {
+		t.Errorf("checked recommended models should not reshuffle the fixed recommended order (-want +got):\n%s", diff)
+	}
+}
+
+func TestBuildModelList_StaleSavedKimiK25DoesNotReshuffleRecommendedOrder(t *testing.T) {
+	existing := []modelInfo{
+		{Name: "kimi-k2.5:cloud", Remote: true},
+	}
+
+	items, _, _, _ := buildModelList(existing, []string{"kimi-k2.5:cloud", "qwen3.5:cloud", "glm-5.1:cloud", "minimax-m2.7:cloud"}, "kimi-k2.5:cloud")
+	got := names(items)
+
+	want := recommendedNames("kimi-k2.5:cloud")
+	if diff := cmp.Diff(want, got); diff != "" {
+		t.Errorf("stale saved kimi-k2.5 should stay in More without reshuffling the fixed recommended order (-want +got):\n%s", diff)
 	}
 }
 
@@ -680,7 +749,7 @@ func TestLauncherClientFilterDisabledCloudModels_ChecksStatusOncePerInvocation(t
 		apiClient: api.NewClient(u, srv.Client()),
 	}
 
-	filtered := client.filterDisabledCloudModels(context.Background(), []string{"llama3.2", "glm-5:cloud", "qwen3.5:cloud"})
+	filtered := client.filterDisabledCloudModels(context.Background(), []string{"llama3.2", "glm-5.1:cloud", "qwen3.5:cloud"})
 	if diff := cmp.Diff([]string{"llama3.2"}, filtered); diff != "" {
 		t.Fatalf("filtered models mismatch (-want +got):\n%s", diff)
 	}
@@ -689,6 +758,59 @@ func TestLauncherClientFilterDisabledCloudModels_ChecksStatusOncePerInvocation(t
 	}
 }
 
+func TestSavedMatchesModels(t *testing.T) {
+	tests := []struct {
+		name   string
+		saved  *config.IntegrationConfig
+		models []string
+		want   bool
+	}{
+		{
+			name:   "nil saved",
+			saved:  nil,
+			models: []string{"llama3.2"},
+			want:   false,
+		},
+		{
+			name:   "identical order",
+			saved:  &config.IntegrationConfig{Models: []string{"llama3.2", "qwen3:8b"}},
+			models: []string{"llama3.2", "qwen3:8b"},
+			want:   true,
+		},
+		{
+			name:   "different order",
+			saved:  &config.IntegrationConfig{Models: []string{"llama3.2", "qwen3:8b"}},
+			models: []string{"qwen3:8b", "llama3.2"},
+			want:   false,
+		},
+		{
+			name:   "subset",
+			saved:  &config.IntegrationConfig{Models: []string{"llama3.2", "qwen3:8b"}},
+			models: []string{"llama3.2"},
+			want:   false,
+		},
+		{
+			name:   "nil models in saved with non-nil models",
+			saved:  &config.IntegrationConfig{Models: nil},
+			models: []string{"llama3.2"},
+			want:   false,
+		},
+		{
+			name:   "empty both",
+			saved:  &config.IntegrationConfig{Models: nil},
+			models: nil,
+			want:   true,
+		},
+	}
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			if got := savedMatchesModels(tt.saved, tt.models); got != tt.want {
+				t.Fatalf("savedMatchesModels = %v, want %v", got, tt.want)
+			}
+		})
+	}
+}
+
 func TestPrepareEditorIntegration_SavesOnlyAfterSuccessfulEdit(t *testing.T) {
 	tmpDir := t.TempDir()
 	setTestHome(t, tmpDir)
@@ -754,7 +876,7 @@ func TestShowOrPullWithPolicy_ModelExists(t *testing.T) {
 
 func TestShowOrPullWithPolicy_ModelNotFound_FailDoesNotPromptOrPull(t *testing.T) {
 	oldHook := DefaultConfirmPrompt
-	DefaultConfirmPrompt = func(prompt string) (bool, error) {
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
 		t.Fatal("confirm prompt should not be called with fail policy")
 		return false, nil
 	}
@@ -793,7 +915,7 @@ func TestShowOrPullWithPolicy_ModelNotFound_FailDoesNotPromptOrPull(t *testing.T
 
 func TestShowOrPullWithPolicy_ModelNotFound_PromptPolicyPulls(t *testing.T) {
 	oldHook := DefaultConfirmPrompt
-	DefaultConfirmPrompt = func(prompt string) (bool, error) {
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
 		if !strings.Contains(prompt, "missing-model") {
 			t.Fatalf("expected prompt to mention missing model, got %q", prompt)
 		}
@@ -831,7 +953,7 @@ func TestShowOrPullWithPolicy_ModelNotFound_PromptPolicyPulls(t *testing.T) {
 
 func TestShowOrPullWithPolicy_ModelNotFound_AutoPullPolicyPullsWithoutPrompt(t *testing.T) {
 	oldHook := DefaultConfirmPrompt
-	DefaultConfirmPrompt = func(prompt string) (bool, error) {
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
 		t.Fatalf("confirm prompt should not be called with auto-pull policy: %q", prompt)
 		return false, nil
 	}
@@ -867,7 +989,7 @@ func TestShowOrPullWithPolicy_ModelNotFound_AutoPullPolicyPullsWithoutPrompt(t *
 
 func TestShowOrPullWithPolicy_CloudModelNotFound_FailsEarlyForAllPolicies(t *testing.T) {
 	oldHook := DefaultConfirmPrompt
-	DefaultConfirmPrompt = func(prompt string) (bool, error) {
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
 		t.Fatal("confirm prompt should not be called for explicit cloud models")
 		return false, nil
 	}
@@ -897,11 +1019,11 @@ func TestShowOrPullWithPolicy_CloudModelNotFound_FailsEarlyForAllPolicies(t *tes
 			u, _ := url.Parse(srv.URL)
 			client := api.NewClient(u, srv.Client())
 
-			err := showOrPullWithPolicy(context.Background(), client, "glm-5:cloud", policy, true)
+			err := showOrPullWithPolicy(context.Background(), client, "glm-5.1:cloud", policy, true)
 			if err == nil {
 				t.Fatalf("expected cloud model not-found error for policy %d", policy)
 			}
-			if !strings.Contains(err.Error(), `model "glm-5:cloud" not found`) {
+			if !strings.Contains(err.Error(), `model "glm-5.1:cloud" not found`) {
 				t.Fatalf("expected not-found error for policy %d, got %v", policy, err)
 			}
 			if pullCalled {
@@ -913,7 +1035,7 @@ func TestShowOrPullWithPolicy_CloudModelNotFound_FailsEarlyForAllPolicies(t *tes
 
 func TestShowOrPullWithPolicy_CloudModelDisabled_FailsWithCloudDisabledError(t *testing.T) {
 	oldHook := DefaultConfirmPrompt
-	DefaultConfirmPrompt = func(prompt string) (bool, error) {
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
 		t.Fatal("confirm prompt should not be called for explicit cloud models")
 		return false, nil
 	}
@@ -943,7 +1065,7 @@ func TestShowOrPullWithPolicy_CloudModelDisabled_FailsWithCloudDisabledError(t *
 			u, _ := url.Parse(srv.URL)
 			client := api.NewClient(u, srv.Client())
 
-			err := showOrPullWithPolicy(context.Background(), client, "glm-5:cloud", policy, true)
+			err := showOrPullWithPolicy(context.Background(), client, "glm-5.1:cloud", policy, true)
 			if err == nil {
 				t.Fatalf("expected cloud disabled error for policy %d", policy)
 			}
@@ -1002,7 +1124,7 @@ func TestShowOrPull_ShowCalledWithCorrectModel(t *testing.T) {
 func TestShowOrPull_ModelNotFound_ConfirmYes_Pulls(t *testing.T) {
 	// Set up hook so confirmPrompt doesn't need a terminal
 	oldHook := DefaultConfirmPrompt
-	DefaultConfirmPrompt = func(prompt string) (bool, error) {
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
 		if !strings.Contains(prompt, "missing-model") {
 			t.Errorf("expected prompt to contain model name, got %q", prompt)
 		}
@@ -1040,7 +1162,7 @@ func TestShowOrPull_ModelNotFound_ConfirmYes_Pulls(t *testing.T) {
 
 func TestShowOrPull_ModelNotFound_ConfirmNo_Cancelled(t *testing.T) {
 	oldHook := DefaultConfirmPrompt
-	DefaultConfirmPrompt = func(prompt string) (bool, error) {
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
 		return false, ErrCancelled
 	}
 	defer func() { DefaultConfirmPrompt = oldHook }()
@@ -1070,7 +1192,7 @@ func TestShowOrPull_ModelNotFound_ConfirmNo_Cancelled(t *testing.T) {
 func TestShowOrPull_CloudModel_NotFoundDoesNotPull(t *testing.T) {
 	// Confirm prompt should NOT be called for explicit cloud models
 	oldHook := DefaultConfirmPrompt
-	DefaultConfirmPrompt = func(prompt string) (bool, error) {
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
 		t.Error("confirm prompt should not be called for cloud models")
 		return false, nil
 	}
@@ -1095,11 +1217,11 @@ func TestShowOrPull_CloudModel_NotFoundDoesNotPull(t *testing.T) {
 	u, _ := url.Parse(srv.URL)
 	client := api.NewClient(u, srv.Client())
 
-	err := showOrPullWithPolicy(context.Background(), client, "glm-5:cloud", missingModelPromptPull, true)
+	err := showOrPullWithPolicy(context.Background(), client, "glm-5.1:cloud", missingModelPromptPull, true)
 	if err == nil {
 		t.Error("ShowOrPull should return not-found error for cloud model")
 	}
-	if !strings.Contains(err.Error(), `model "glm-5:cloud" not found`) {
+	if !strings.Contains(err.Error(), `model "glm-5.1:cloud" not found`) {
 		t.Errorf("expected cloud model not-found error, got: %v", err)
 	}
 	if pullCalled {
@@ -1110,7 +1232,7 @@ func TestShowOrPull_CloudModel_NotFoundDoesNotPull(t *testing.T) {
 func TestShowOrPull_CloudLegacySuffix_NotFoundDoesNotPull(t *testing.T) {
 	// Confirm prompt should NOT be called for explicit cloud models
 	oldHook := DefaultConfirmPrompt
-	DefaultConfirmPrompt = func(prompt string) (bool, error) {
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
 		t.Error("confirm prompt should not be called for cloud models")
 		return false, nil
 	}
@@ -1150,7 +1272,7 @@ func TestShowOrPull_CloudLegacySuffix_NotFoundDoesNotPull(t *testing.T) {
 func TestConfirmPrompt_DelegatesToHook(t *testing.T) {
 	oldHook := DefaultConfirmPrompt
 	var hookCalled bool
-	DefaultConfirmPrompt = func(prompt string) (bool, error) {
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
 		hookCalled = true
 		if prompt != "test prompt?" {
 			t.Errorf("expected prompt %q, got %q", "test prompt?", prompt)
@@ -1274,7 +1396,7 @@ func TestEnsureAuth_PreservesCancelledSignInHook(t *testing.T) {
 
 func TestEnsureAuth_DeclinedFallbackReturnsCancelled(t *testing.T) {
 	oldConfirm := DefaultConfirmPrompt
-	DefaultConfirmPrompt = func(prompt string) (bool, error) {
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
 		return false, nil
 	}
 	defer func() { DefaultConfirmPrompt = oldConfirm }()
@@ -1422,27 +1544,13 @@ func TestListIntegrationInfos(t *testing.T) {
 		}
 	})
 
-	t.Run("sorted with custom order at end", func(t *testing.T) {
-		// integrationOrder entries (cline, opencode) should appear last, in that order.
-		// All other entries should be sorted alphabetically before them.
-		orderRank := make(map[string]int)
-		for i, name := range integrationOrder {
-			orderRank[name] = i + 1
+	t.Run("follows launcher order", func(t *testing.T) {
+		got := make([]string, 0, len(infos))
+		for _, info := range infos {
+			got = append(got, info.Name)
 		}
-		for i := 1; i < len(infos); i++ {
-			aRank, bRank := orderRank[infos[i-1].Name], orderRank[infos[i].Name]
-			switch {
-			case aRank == 0 && bRank == 0:
-				if infos[i-1].Name >= infos[i].Name {
-					t.Errorf("non-ordered items not sorted: %q >= %q", infos[i-1].Name, infos[i].Name)
-				}
-			case aRank > 0 && bRank == 0:
-				t.Errorf("ordered item %q should come after non-ordered %q", infos[i-1].Name, infos[i].Name)
-			case aRank > 0 && bRank > 0:
-				if aRank >= bRank {
-					t.Errorf("ordered items wrong: %q (rank %d) before %q (rank %d)", infos[i-1].Name, aRank, infos[i].Name, bRank)
-				}
-			}
+		if diff := compareStrings(got, integrationOrder); diff != "" {
+			t.Fatalf("launcher integration order mismatch: %s", diff)
 		}
 	})
 
@@ -1470,6 +1578,28 @@ func TestListIntegrationInfos(t *testing.T) {
 			}
 		}
 	})
+
+	t.Run("includes hermes", func(t *testing.T) {
+		for _, info := range infos {
+			if info.Name == "hermes" {
+				return
+			}
+		}
+		t.Fatal("expected hermes to be included in ListIntegrationInfos")
+	})
+
+	t.Run("hermes still resolves explicitly", func(t *testing.T) {
+		name, runner, err := LookupIntegration("hermes")
+		if err != nil {
+			t.Fatalf("expected explicit hermes integration lookup to work, got %v", err)
+		}
+		if name != "hermes" {
+			t.Fatalf("expected canonical name hermes, got %q", name)
+		}
+		if runner.String() == "" {
+			t.Fatal("expected hermes integration runner to be present")
+		}
+	})
 }
 
 func TestBuildModelList_Descriptions(t *testing.T) {
@@ -1558,6 +1688,7 @@ func TestIntegration_AutoInstallable(t *testing.T) {
 	}{
 		{"openclaw", true},
 		{"pi", true},
+		{"hermes", true},
 		{"claude", false},
 		{"codex", false},
 		{"opencode", false},

cmd/launch/kimi.go

@@ -0,0 +1,315 @@
+package launch
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"os"
+	"os/exec"
+	"path/filepath"
+	"runtime"
+	"strings"
+	"time"
+
+	"github.com/ollama/ollama/api"
+	"github.com/ollama/ollama/envconfig"
+)
+
+// Kimi implements Runner for Kimi Code CLI integration.
+type Kimi struct{}
+
+const (
+	kimiDefaultModelAlias     = "ollama"
+	kimiDefaultMaxContextSize = 32768
+)
+
+var (
+	kimiGOOS             = runtime.GOOS
+	kimiModelShowTimeout = 5 * time.Second
+)
+
+func (k *Kimi) String() string { return "Kimi Code CLI" }
+
+func (k *Kimi) args(config string, extra []string) []string {
+	args := []string{"--config", config}
+	args = append(args, extra...)
+	return args
+}
+
+func (k *Kimi) Run(model string, args []string) error {
+	if strings.TrimSpace(model) == "" {
+		return fmt.Errorf("model is required")
+	}
+	if err := validateKimiPassthroughArgs(args); err != nil {
+		return err
+	}
+
+	config, err := buildKimiInlineConfig(model, resolveKimiMaxContextSize(model))
+	if err != nil {
+		return fmt.Errorf("failed to build kimi config: %w", err)
+	}
+
+	bin, err := ensureKimiInstalled()
+	if err != nil {
+		return err
+	}
+
+	cmd := exec.Command(bin, k.args(config, args)...)
+	cmd.Stdin = os.Stdin
+	cmd.Stdout = os.Stdout
+	cmd.Stderr = os.Stderr
+	return cmd.Run()
+}
+
+func findKimiBinary() (string, error) {
+	if path, err := exec.LookPath("kimi"); err == nil {
+		return path, nil
+	}
+
+	home, _ := os.UserHomeDir()
+
+	var candidates []string
+	switch kimiGOOS {
+	case "windows":
+		candidates = appendWindowsKimiCandidates(candidates, filepath.Join(home, ".local", "bin"))
+		candidates = appendWindowsKimiCandidates(candidates, filepath.Join(home, "bin"))
+
+		if appData := strings.TrimSpace(os.Getenv("APPDATA")); appData != "" {
+			candidates = appendWindowsKimiCandidates(candidates, filepath.Join(appData, "uv", "bin"))
+		}
+		if localAppData := strings.TrimSpace(os.Getenv("LOCALAPPDATA")); localAppData != "" {
+			candidates = appendWindowsKimiCandidates(candidates, filepath.Join(localAppData, "uv", "bin"))
+		}
+	default:
+		candidates = append(candidates,
+			filepath.Join(home, ".local", "bin", "kimi"),
+			filepath.Join(home, "bin", "kimi"),
+			filepath.Join(home, ".local", "share", "uv", "tools", "kimi-cli", "bin", "kimi"),
+			filepath.Join(home, ".local", "share", "uv", "tools", "kimi", "bin", "kimi"),
+		)
+
+		if xdgDataHome := strings.TrimSpace(os.Getenv("XDG_DATA_HOME")); xdgDataHome != "" {
+			candidates = append(candidates,
+				filepath.Join(xdgDataHome, "uv", "tools", "kimi-cli", "bin", "kimi"),
+				filepath.Join(xdgDataHome, "uv", "tools", "kimi", "bin", "kimi"),
+			)
+		}
+
+		// WSL users can inherit Windows env vars while launching from Linux shells.
+		if profile := windowsPathToWSL(os.Getenv("USERPROFILE")); profile != "" {
+			candidates = appendWindowsKimiCandidates(candidates, filepath.Join(profile, ".local", "bin"))
+		}
+		if appData := windowsPathToWSL(os.Getenv("APPDATA")); appData != "" {
+			candidates = appendWindowsKimiCandidates(candidates, filepath.Join(appData, "uv", "bin"))
+		}
+		if localAppData := windowsPathToWSL(os.Getenv("LOCALAPPDATA")); localAppData != "" {
+			candidates = appendWindowsKimiCandidates(candidates, filepath.Join(localAppData, "uv", "bin"))
+		}
+	}
+
+	for _, candidate := range candidates {
+		if info, err := os.Stat(candidate); err == nil && !info.IsDir() {
+			return candidate, nil
+		}
+	}
+
+	return "", fmt.Errorf("kimi binary not found")
+}
+
+func appendWindowsKimiCandidates(candidates []string, dir string) []string {
+	if strings.TrimSpace(dir) == "" {
+		return candidates
+	}
+
+	return append(candidates,
+		filepath.Join(dir, "kimi.exe"),
+		filepath.Join(dir, "kimi.cmd"),
+		filepath.Join(dir, "kimi.bat"),
+	)
+}
+
+func windowsPathToWSL(path string) string {
+	trimmed := strings.TrimSpace(path)
+	if len(trimmed) < 3 || trimmed[1] != ':' {
+		return ""
+	}
+
+	drive := strings.ToLower(string(trimmed[0]))
+	rest := strings.ReplaceAll(trimmed[2:], "\\", "/")
+	rest = strings.TrimPrefix(rest, "/")
+	if rest == "" {
+		return filepath.Join("/mnt", drive)
+	}
+
+	return filepath.Join("/mnt", drive, rest)
+}
+
+func validateKimiPassthroughArgs(args []string) error {
+	for _, arg := range args {
+		switch {
+		case arg == "--config", strings.HasPrefix(arg, "--config="):
+			return fmt.Errorf("conflicting extra argument %q: ollama launch kimi manages --config", arg)
+		case arg == "--config-file", strings.HasPrefix(arg, "--config-file="):
+			return fmt.Errorf("conflicting extra argument %q: ollama launch kimi manages --config-file", arg)
+		case arg == "--model", strings.HasPrefix(arg, "--model="):
+			return fmt.Errorf("conflicting extra argument %q: ollama launch kimi manages --model", arg)
+		case arg == "-m", strings.HasPrefix(arg, "-m="):
+			return fmt.Errorf("conflicting extra argument %q: ollama launch kimi manages -m/--model", arg)
+		}
+	}
+	return nil
+}
+
+func buildKimiInlineConfig(model string, maxContextSize int) (string, error) {
+	cfg := map[string]any{
+		"default_model": kimiDefaultModelAlias,
+		"providers": map[string]any{
+			kimiDefaultModelAlias: map[string]any{
+				"type":     "openai_legacy",
+				"base_url": envconfig.ConnectableHost().String() + "/v1",
+				"api_key":  "ollama",
+			},
+		},
+		"models": map[string]any{
+			kimiDefaultModelAlias: map[string]any{
+				"provider":         kimiDefaultModelAlias,
+				"model":            model,
+				"max_context_size": maxContextSize,
+			},
+		},
+	}
+
+	data, err := json.Marshal(cfg)
+	if err != nil {
+		return "", err
+	}
+	return string(data), nil
+}
+
+func resolveKimiMaxContextSize(model string) int {
+	if l, ok := lookupCloudModelLimit(model); ok {
+		return l.Context
+	}
+
+	client, err := api.ClientFromEnvironment()
+	if err != nil {
+		return kimiDefaultMaxContextSize
+	}
+
+	ctx, cancel := context.WithTimeout(context.Background(), kimiModelShowTimeout)
+	defer cancel()
+	resp, err := client.Show(ctx, &api.ShowRequest{Model: model})
+	if err != nil {
+		return kimiDefaultMaxContextSize
+	}
+
+	if n, ok := modelInfoContextLength(resp.ModelInfo); ok {
+		return n
+	}
+
+	return kimiDefaultMaxContextSize
+}
+
+func modelInfoContextLength(modelInfo map[string]any) (int, bool) {
+	for key, val := range modelInfo {
+		if !strings.HasSuffix(key, ".context_length") {
+			continue
+		}
+		switch v := val.(type) {
+		case float64:
+			if v > 0 {
+				return int(v), true
+			}
+		case int:
+			if v > 0 {
+				return v, true
+			}
+		case int64:
+			if v > 0 {
+				return int(v), true
+			}
+		}
+	}
+	return 0, false
+}
+
+func ensureKimiInstalled() (string, error) {
+	if path, err := findKimiBinary(); err == nil {
+		return path, nil
+	}
+
+	if err := checkKimiInstallerDependencies(); err != nil {
+		return "", err
+	}
+
+	ok, err := ConfirmPrompt("Kimi is not installed. Install now?")
+	if err != nil {
+		return "", err
+	}
+	if !ok {
+		return "", fmt.Errorf("kimi installation cancelled")
+	}
+
+	bin, args, err := kimiInstallerCommand(kimiGOOS)
+	if err != nil {
+		return "", err
+	}
+
+	fmt.Fprintf(os.Stderr, "\nInstalling Kimi...\n")
+	cmd := exec.Command(bin, args...)
+	cmd.Stdin = os.Stdin
+	cmd.Stdout = os.Stdout
+	cmd.Stderr = os.Stderr
+	if err := cmd.Run(); err != nil {
+		return "", fmt.Errorf("failed to install kimi: %w", err)
+	}
+
+	path, err := findKimiBinary()
+	if err != nil {
+		return "", fmt.Errorf("kimi was installed but the binary was not found on PATH\n\nYou may need to restart your shell")
+	}
+
+	fmt.Fprintf(os.Stderr, "%sKimi installed successfully%s\n\n", ansiGreen, ansiReset)
+	return path, nil
+}
+
+func checkKimiInstallerDependencies() error {
+	switch kimiGOOS {
+	case "windows":
+		if _, err := exec.LookPath("powershell"); err != nil {
+			return fmt.Errorf("kimi is not installed and required dependencies are missing\n\nInstall the following first:\n  PowerShell: https://learn.microsoft.com/powershell/\n\nThen re-run:\n  ollama launch kimi")
+		}
+	default:
+		var missing []string
+		if _, err := exec.LookPath("curl"); err != nil {
+			missing = append(missing, "curl: https://curl.se/")
+		}
+		if _, err := exec.LookPath("bash"); err != nil {
+			missing = append(missing, "bash: https://www.gnu.org/software/bash/")
+		}
+		if len(missing) > 0 {
+			return fmt.Errorf("kimi is not installed and required dependencies are missing\n\nInstall the following first:\n  %s\n\nThen re-run:\n  ollama launch kimi", strings.Join(missing, "\n  "))
+		}
+	}
+	return nil
+}
+
+func kimiInstallerCommand(goos string) (string, []string, error) {
+	switch goos {
+	case "windows":
+		return "powershell", []string{
+			"-NoProfile",
+			"-ExecutionPolicy",
+			"Bypass",
+			"-Command",
+			"Invoke-RestMethod https://code.kimi.com/install.ps1 | Invoke-Expression",
+		}, nil
+	case "darwin", "linux":
+		return "bash", []string{
+			"-c",
+			"curl -LsSf https://code.kimi.com/install.sh | bash",
+		}, nil
+	default:
+		return "", nil, fmt.Errorf("unsupported platform for kimi install: %s", goos)
+	}
+}

cmd/launch/kimi_test.go

@@ -0,0 +1,636 @@
+package launch
+
+import (
+	"encoding/json"
+	"fmt"
+	"net/http"
+	"net/http/httptest"
+	"os"
+	"path/filepath"
+	"runtime"
+	"slices"
+	"strings"
+	"testing"
+)
+
+func assertKimiBinPath(t *testing.T, bin string) {
+	t.Helper()
+	base := strings.ToLower(filepath.Base(bin))
+	if !strings.HasPrefix(base, "kimi") {
+		t.Fatalf("bin = %q, want path to kimi executable", bin)
+	}
+}
+
+func TestKimiIntegration(t *testing.T) {
+	k := &Kimi{}
+
+	t.Run("String", func(t *testing.T) {
+		if got := k.String(); got != "Kimi Code CLI" {
+			t.Errorf("String() = %q, want %q", got, "Kimi Code CLI")
+		}
+	})
+
+	t.Run("implements Runner", func(t *testing.T) {
+		var _ Runner = k
+	})
+}
+
+func TestKimiArgs(t *testing.T) {
+	k := &Kimi{}
+
+	got := k.args(`{"foo":"bar"}`, []string{"--quiet", "--print"})
+	want := []string{"--config", `{"foo":"bar"}`, "--quiet", "--print"}
+	if !slices.Equal(got, want) {
+		t.Fatalf("args() = %v, want %v", got, want)
+	}
+}
+
+func TestWindowsPathToWSL(t *testing.T) {
+	tests := []struct {
+		name  string
+		in    string
+		want  string
+		valid bool
+	}{
+		{
+			name:  "user profile path",
+			in:    `C:\Users\parth`,
+			want:  filepath.Join("/mnt", "c", "Users", "parth"),
+			valid: true,
+		},
+		{
+			name:  "path with trailing slash",
+			in:    `D:\tools\bin\`,
+			want:  filepath.Join("/mnt", "d", "tools", "bin"),
+			valid: true,
+		},
+		{
+			name:  "non windows path",
+			in:    "/home/parth",
+			valid: false,
+		},
+		{
+			name:  "empty",
+			in:    "",
+			valid: false,
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			got := windowsPathToWSL(tt.in)
+			if !tt.valid {
+				if got != "" {
+					t.Fatalf("windowsPathToWSL(%q) = %q, want empty", tt.in, got)
+				}
+				return
+			}
+			if got != tt.want {
+				t.Fatalf("windowsPathToWSL(%q) = %q, want %q", tt.in, got, tt.want)
+			}
+		})
+	}
+}
+
+func TestFindKimiBinaryFallbacks(t *testing.T) {
+	oldGOOS := kimiGOOS
+	t.Cleanup(func() { kimiGOOS = oldGOOS })
+
+	t.Run("linux/ubuntu uv tool path", func(t *testing.T) {
+		homeDir := t.TempDir()
+		setTestHome(t, homeDir)
+		t.Setenv("PATH", t.TempDir())
+		kimiGOOS = "linux"
+
+		target := filepath.Join(homeDir, ".local", "share", "uv", "tools", "kimi-cli", "bin", "kimi")
+		if err := os.MkdirAll(filepath.Dir(target), 0o755); err != nil {
+			t.Fatalf("failed to create candidate dir: %v", err)
+		}
+		if err := os.WriteFile(target, []byte("#!/bin/sh\nexit 0\n"), 0o755); err != nil {
+			t.Fatalf("failed to write kimi candidate: %v", err)
+		}
+
+		got, err := findKimiBinary()
+		if err != nil {
+			t.Fatalf("findKimiBinary() error = %v", err)
+		}
+		if got != target {
+			t.Fatalf("findKimiBinary() = %q, want %q", got, target)
+		}
+	})
+
+	t.Run("windows appdata uv bin", func(t *testing.T) {
+		setTestHome(t, t.TempDir())
+		t.Setenv("PATH", t.TempDir())
+		kimiGOOS = "windows"
+
+		appDataDir := t.TempDir()
+		t.Setenv("APPDATA", appDataDir)
+		t.Setenv("LOCALAPPDATA", "")
+
+		target := filepath.Join(appDataDir, "uv", "bin", "kimi.cmd")
+		if err := os.MkdirAll(filepath.Dir(target), 0o755); err != nil {
+			t.Fatalf("failed to create candidate dir: %v", err)
+		}
+		if err := os.WriteFile(target, []byte("@echo off\r\nexit /b 0\r\n"), 0o755); err != nil {
+			t.Fatalf("failed to write kimi candidate: %v", err)
+		}
+
+		got, err := findKimiBinary()
+		if err != nil {
+			t.Fatalf("findKimiBinary() error = %v", err)
+		}
+		if got != target {
+			t.Fatalf("findKimiBinary() = %q, want %q", got, target)
+		}
+	})
+}
+
+func TestValidateKimiPassthroughArgs_RejectsConflicts(t *testing.T) {
+	tests := []struct {
+		name string
+		args []string
+		want string
+	}{
+		{name: "--config", args: []string{"--config", "{}"}, want: "--config"},
+		{name: "--config=", args: []string{"--config={}"}, want: "--config={"},
+		{name: "--config-file", args: []string{"--config-file", "x.toml"}, want: "--config-file"},
+		{name: "--config-file=", args: []string{"--config-file=x.toml"}, want: "--config-file=x.toml"},
+		{name: "--model", args: []string{"--model", "foo"}, want: "--model"},
+		{name: "--model=", args: []string{"--model=foo"}, want: "--model=foo"},
+		{name: "-m", args: []string{"-m", "foo"}, want: "-m"},
+		{name: "-m=", args: []string{"-m=foo"}, want: "-m=foo"},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			err := validateKimiPassthroughArgs(tt.args)
+			if err == nil {
+				t.Fatalf("expected error for args %v", tt.args)
+			}
+			if !strings.Contains(err.Error(), tt.want) {
+				t.Fatalf("error %q does not contain %q", err.Error(), tt.want)
+			}
+		})
+	}
+}
+
+func TestBuildKimiInlineConfig(t *testing.T) {
+	t.Setenv("OLLAMA_HOST", "http://127.0.0.1:11434")
+
+	cfg, err := buildKimiInlineConfig("llama3.2", 65536)
+	if err != nil {
+		t.Fatalf("buildKimiInlineConfig() error = %v", err)
+	}
+
+	var parsed map[string]any
+	if err := json.Unmarshal([]byte(cfg), &parsed); err != nil {
+		t.Fatalf("config is not valid JSON: %v", err)
+	}
+
+	if parsed["default_model"] != "ollama" {
+		t.Fatalf("default_model = %v, want ollama", parsed["default_model"])
+	}
+
+	providers, ok := parsed["providers"].(map[string]any)
+	if !ok {
+		t.Fatalf("providers missing or wrong type: %T", parsed["providers"])
+	}
+	ollamaProvider, ok := providers["ollama"].(map[string]any)
+	if !ok {
+		t.Fatalf("providers.ollama missing or wrong type: %T", providers["ollama"])
+	}
+	if ollamaProvider["type"] != "openai_legacy" {
+		t.Fatalf("provider type = %v, want openai_legacy", ollamaProvider["type"])
+	}
+	if ollamaProvider["base_url"] != "http://127.0.0.1:11434/v1" {
+		t.Fatalf("provider base_url = %v, want http://127.0.0.1:11434/v1", ollamaProvider["base_url"])
+	}
+	if ollamaProvider["api_key"] != "ollama" {
+		t.Fatalf("provider api_key = %v, want ollama", ollamaProvider["api_key"])
+	}
+
+	models, ok := parsed["models"].(map[string]any)
+	if !ok {
+		t.Fatalf("models missing or wrong type: %T", parsed["models"])
+	}
+	ollamaModel, ok := models["ollama"].(map[string]any)
+	if !ok {
+		t.Fatalf("models.ollama missing or wrong type: %T", models["ollama"])
+	}
+	if ollamaModel["provider"] != "ollama" {
+		t.Fatalf("model provider = %v, want ollama", ollamaModel["provider"])
+	}
+	if ollamaModel["model"] != "llama3.2" {
+		t.Fatalf("model model = %v, want llama3.2", ollamaModel["model"])
+	}
+	if ollamaModel["max_context_size"] != float64(65536) {
+		t.Fatalf("model max_context_size = %v, want 65536", ollamaModel["max_context_size"])
+	}
+}
+
+func TestBuildKimiInlineConfig_UsesConnectableHostForUnspecifiedBind(t *testing.T) {
+	t.Setenv("OLLAMA_HOST", "http://0.0.0.0:11434")
+
+	cfg, err := buildKimiInlineConfig("llama3.2", 65536)
+	if err != nil {
+		t.Fatalf("buildKimiInlineConfig() error = %v", err)
+	}
+
+	var parsed map[string]any
+	if err := json.Unmarshal([]byte(cfg), &parsed); err != nil {
+		t.Fatalf("config is not valid JSON: %v", err)
+	}
+
+	providers, ok := parsed["providers"].(map[string]any)
+	if !ok {
+		t.Fatalf("providers missing or wrong type: %T", parsed["providers"])
+	}
+
+	ollamaProvider, ok := providers["ollama"].(map[string]any)
+	if !ok {
+		t.Fatalf("providers.ollama missing or wrong type: %T", providers["ollama"])
+	}
+	if got, _ := ollamaProvider["base_url"].(string); got != "http://127.0.0.1:11434/v1" {
+		t.Fatalf("provider base_url = %q, want %q", got, "http://127.0.0.1:11434/v1")
+	}
+}
+
+func TestResolveKimiMaxContextSize(t *testing.T) {
+	t.Run("uses cloud limit when known", func(t *testing.T) {
+		got := resolveKimiMaxContextSize("kimi-k2.5:cloud")
+		if got != 262_144 {
+			t.Fatalf("resolveKimiMaxContextSize() = %d, want 262144", got)
+		}
+	})
+
+	t.Run("uses model show context length for local models", func(t *testing.T) {
+		srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+			if r.URL.Path != "/api/show" {
+				http.NotFound(w, r)
+				return
+			}
+			fmt.Fprint(w, `{"model_info":{"llama.context_length":131072}}`)
+		}))
+		defer srv.Close()
+		t.Setenv("OLLAMA_HOST", srv.URL)
+
+		got := resolveKimiMaxContextSize("llama3.2")
+		if got != 131_072 {
+			t.Fatalf("resolveKimiMaxContextSize() = %d, want 131072", got)
+		}
+	})
+
+	t.Run("falls back to default when show fails", func(t *testing.T) {
+		srv := httptest.NewServer(http.NotFoundHandler())
+		defer srv.Close()
+		t.Setenv("OLLAMA_HOST", srv.URL)
+
+		oldTimeout := kimiModelShowTimeout
+		kimiModelShowTimeout = 100 * 1000 * 1000 // 100ms
+		t.Cleanup(func() { kimiModelShowTimeout = oldTimeout })
+
+		got := resolveKimiMaxContextSize("llama3.2")
+		if got != kimiDefaultMaxContextSize {
+			t.Fatalf("resolveKimiMaxContextSize() = %d, want %d", got, kimiDefaultMaxContextSize)
+		}
+	})
+}
+
+func TestKimiRun_RejectsConflictingArgsBeforeInstall(t *testing.T) {
+	k := &Kimi{}
+
+	oldConfirm := DefaultConfirmPrompt
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
+		t.Fatalf("did not expect install prompt, got %q", prompt)
+		return false, nil
+	}
+	t.Cleanup(func() { DefaultConfirmPrompt = oldConfirm })
+
+	err := k.Run("llama3.2", []string{"--model", "other"})
+	if err == nil || !strings.Contains(err.Error(), "--model") {
+		t.Fatalf("expected conflict error mentioning --model, got %v", err)
+	}
+}
+
+func TestKimiRun_PassesInlineConfigAndExtraArgs(t *testing.T) {
+	if runtime.GOOS == "windows" {
+		t.Skip("uses POSIX shell fake binary")
+	}
+
+	tmpDir := t.TempDir()
+	setTestHome(t, tmpDir)
+	logPath := filepath.Join(tmpDir, "kimi-args.log")
+	script := fmt.Sprintf(`#!/bin/sh
+for arg in "$@"; do
+  printf "%%s\n" "$arg" >> %q
+done
+exit 0
+`, logPath)
+	if err := os.WriteFile(filepath.Join(tmpDir, "kimi"), []byte(script), 0o755); err != nil {
+		t.Fatalf("failed to write fake kimi: %v", err)
+	}
+	t.Setenv("PATH", tmpDir)
+
+	srv := httptest.NewServer(http.NotFoundHandler())
+	defer srv.Close()
+	t.Setenv("OLLAMA_HOST", srv.URL)
+
+	k := &Kimi{}
+	if err := k.Run("llama3.2", []string{"--quiet", "--print"}); err != nil {
+		t.Fatalf("Run() error = %v", err)
+	}
+
+	data, err := os.ReadFile(logPath)
+	if err != nil {
+		t.Fatalf("failed to read args log: %v", err)
+	}
+	lines := strings.Split(strings.TrimSpace(string(data)), "\n")
+	if len(lines) < 4 {
+		t.Fatalf("expected at least 4 args, got %v", lines)
+	}
+	if lines[0] != "--config" {
+		t.Fatalf("first arg = %q, want --config", lines[0])
+	}
+
+	var cfg map[string]any
+	if err := json.Unmarshal([]byte(lines[1]), &cfg); err != nil {
+		t.Fatalf("config arg is not valid JSON: %v", err)
+	}
+	providers := cfg["providers"].(map[string]any)
+	ollamaProvider := providers["ollama"].(map[string]any)
+	if ollamaProvider["type"] != "openai_legacy" {
+		t.Fatalf("provider type = %v, want openai_legacy", ollamaProvider["type"])
+	}
+
+	if lines[2] != "--quiet" || lines[3] != "--print" {
+		t.Fatalf("extra args = %v, want [--quiet --print]", lines[2:])
+	}
+}
+
+func TestEnsureKimiInstalled(t *testing.T) {
+	oldGOOS := kimiGOOS
+	t.Cleanup(func() { kimiGOOS = oldGOOS })
+
+	withConfirm := func(t *testing.T, fn func(prompt string) (bool, error)) {
+		t.Helper()
+		oldConfirm := DefaultConfirmPrompt
+		DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
+			return fn(prompt)
+		}
+		t.Cleanup(func() { DefaultConfirmPrompt = oldConfirm })
+	}
+
+	t.Run("already installed", func(t *testing.T) {
+		setTestHome(t, t.TempDir())
+		tmpDir := t.TempDir()
+		t.Setenv("PATH", tmpDir)
+		writeFakeBinary(t, tmpDir, "kimi")
+		kimiGOOS = runtime.GOOS
+
+		withConfirm(t, func(prompt string) (bool, error) {
+			t.Fatalf("did not expect prompt, got %q", prompt)
+			return false, nil
+		})
+
+		bin, err := ensureKimiInstalled()
+		if err != nil {
+			t.Fatalf("ensureKimiInstalled() error = %v", err)
+		}
+		assertKimiBinPath(t, bin)
+	})
+
+	t.Run("missing dependencies", func(t *testing.T) {
+		setTestHome(t, t.TempDir())
+		tmpDir := t.TempDir()
+		t.Setenv("PATH", tmpDir)
+		kimiGOOS = "linux"
+
+		withConfirm(t, func(prompt string) (bool, error) {
+			t.Fatalf("did not expect prompt, got %q", prompt)
+			return false, nil
+		})
+
+		_, err := ensureKimiInstalled()
+		if err == nil || !strings.Contains(err.Error(), "required dependencies are missing") {
+			t.Fatalf("expected missing dependency error, got %v", err)
+		}
+	})
+
+	t.Run("missing and user declines install", func(t *testing.T) {
+		setTestHome(t, t.TempDir())
+		tmpDir := t.TempDir()
+		t.Setenv("PATH", tmpDir)
+		writeFakeBinary(t, tmpDir, "curl")
+		writeFakeBinary(t, tmpDir, "bash")
+		kimiGOOS = "linux"
+
+		withConfirm(t, func(prompt string) (bool, error) {
+			if !strings.Contains(prompt, "Kimi is not installed.") {
+				t.Fatalf("unexpected prompt: %q", prompt)
+			}
+			return false, nil
+		})
+
+		_, err := ensureKimiInstalled()
+		if err == nil || !strings.Contains(err.Error(), "installation cancelled") {
+			t.Fatalf("expected cancellation error, got %v", err)
+		}
+	})
+
+	t.Run("missing and user confirms install succeeds", func(t *testing.T) {
+		if runtime.GOOS == "windows" {
+			t.Skip("uses POSIX shell fake binaries")
+		}
+
+		setTestHome(t, t.TempDir())
+		tmpDir := t.TempDir()
+		t.Setenv("PATH", tmpDir)
+		kimiGOOS = "linux"
+
+		writeFakeBinary(t, tmpDir, "curl")
+
+		installLog := filepath.Join(tmpDir, "bash.log")
+		kimiPath := filepath.Join(tmpDir, "kimi")
+		bashScript := fmt.Sprintf(`#!/bin/sh
+echo "$@" >> %q
+if [ "$1" = "-c" ]; then
+  /bin/cat > %q <<'EOS'
+#!/bin/sh
+exit 0
+EOS
+  /bin/chmod +x %q
+fi
+exit 0
+`, installLog, kimiPath, kimiPath)
+		if err := os.WriteFile(filepath.Join(tmpDir, "bash"), []byte(bashScript), 0o755); err != nil {
+			t.Fatalf("failed to write fake bash: %v", err)
+		}
+
+		withConfirm(t, func(prompt string) (bool, error) {
+			return true, nil
+		})
+
+		bin, err := ensureKimiInstalled()
+		if err != nil {
+			t.Fatalf("ensureKimiInstalled() error = %v", err)
+		}
+		assertKimiBinPath(t, bin)
+
+		logData, err := os.ReadFile(installLog)
+		if err != nil {
+			t.Fatalf("failed to read install log: %v", err)
+		}
+		if !strings.Contains(string(logData), "https://code.kimi.com/install.sh") {
+			t.Fatalf("expected install.sh command in log, got:\n%s", string(logData))
+		}
+	})
+
+	t.Run("install succeeds and kimi is in home local bin without PATH update", func(t *testing.T) {
+		if runtime.GOOS == "windows" {
+			t.Skip("uses POSIX shell fake binaries")
+		}
+
+		homeDir := t.TempDir()
+		setTestHome(t, homeDir)
+
+		tmpBin := t.TempDir()
+		t.Setenv("PATH", tmpBin)
+		kimiGOOS = "linux"
+		writeFakeBinary(t, tmpBin, "curl")
+
+		installedKimi := filepath.Join(homeDir, ".local", "bin", "kimi")
+		bashScript := fmt.Sprintf(`#!/bin/sh
+if [ "$1" = "-c" ]; then
+  /bin/mkdir -p %q
+  /bin/cat > %q <<'EOS'
+#!/bin/sh
+exit 0
+EOS
+  /bin/chmod +x %q
+fi
+exit 0
+`, filepath.Dir(installedKimi), installedKimi, installedKimi)
+		if err := os.WriteFile(filepath.Join(tmpBin, "bash"), []byte(bashScript), 0o755); err != nil {
+			t.Fatalf("failed to write fake bash: %v", err)
+		}
+
+		withConfirm(t, func(prompt string) (bool, error) {
+			return true, nil
+		})
+
+		bin, err := ensureKimiInstalled()
+		if err != nil {
+			t.Fatalf("ensureKimiInstalled() error = %v", err)
+		}
+		if bin != installedKimi {
+			t.Fatalf("bin = %q, want %q", bin, installedKimi)
+		}
+	})
+
+	t.Run("install command fails", func(t *testing.T) {
+		if runtime.GOOS == "windows" {
+			t.Skip("uses POSIX shell fake binaries")
+		}
+
+		setTestHome(t, t.TempDir())
+		tmpDir := t.TempDir()
+		t.Setenv("PATH", tmpDir)
+		kimiGOOS = "linux"
+		writeFakeBinary(t, tmpDir, "curl")
+		if err := os.WriteFile(filepath.Join(tmpDir, "bash"), []byte("#!/bin/sh\nexit 1\n"), 0o755); err != nil {
+			t.Fatalf("failed to write fake bash: %v", err)
+		}
+
+		withConfirm(t, func(prompt string) (bool, error) {
+			return true, nil
+		})
+
+		_, err := ensureKimiInstalled()
+		if err == nil || !strings.Contains(err.Error(), "failed to install kimi") {
+			t.Fatalf("expected install failure error, got %v", err)
+		}
+	})
+
+	t.Run("install succeeds but binary missing on PATH", func(t *testing.T) {
+		if runtime.GOOS == "windows" {
+			t.Skip("uses POSIX shell fake binaries")
+		}
+
+		setTestHome(t, t.TempDir())
+		tmpDir := t.TempDir()
+		t.Setenv("PATH", tmpDir)
+		kimiGOOS = "linux"
+		writeFakeBinary(t, tmpDir, "curl")
+		if err := os.WriteFile(filepath.Join(tmpDir, "bash"), []byte("#!/bin/sh\nexit 0\n"), 0o755); err != nil {
+			t.Fatalf("failed to write fake bash: %v", err)
+		}
+
+		withConfirm(t, func(prompt string) (bool, error) {
+			return true, nil
+		})
+
+		_, err := ensureKimiInstalled()
+		if err == nil || !strings.Contains(err.Error(), "binary was not found on PATH") {
+			t.Fatalf("expected PATH guidance error, got %v", err)
+		}
+	})
+}
+
+func TestKimiInstallerCommand(t *testing.T) {
+	tests := []struct {
+		name      string
+		goos      string
+		wantBin   string
+		wantParts []string
+		wantErr   bool
+	}{
+		{
+			name:      "linux",
+			goos:      "linux",
+			wantBin:   "bash",
+			wantParts: []string{"-c", "install.sh"},
+		},
+		{
+			name:      "darwin",
+			goos:      "darwin",
+			wantBin:   "bash",
+			wantParts: []string{"-c", "install.sh"},
+		},
+		{
+			name:      "windows",
+			goos:      "windows",
+			wantBin:   "powershell",
+			wantParts: []string{"-Command", "install.ps1"},
+		},
+		{
+			name:    "unsupported",
+			goos:    "freebsd",
+			wantErr: true,
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			bin, args, err := kimiInstallerCommand(tt.goos)
+			if tt.wantErr {
+				if err == nil {
+					t.Fatal("expected error")
+				}
+				return
+			}
+			if err != nil {
+				t.Fatalf("kimiInstallerCommand() error = %v", err)
+			}
+			if bin != tt.wantBin {
+				t.Fatalf("bin = %q, want %q", bin, tt.wantBin)
+			}
+			joined := strings.Join(args, " ")
+			for _, part := range tt.wantParts {
+				if !strings.Contains(joined, part) {
+					t.Fatalf("args %q missing %q", joined, part)
+				}
+			}
+		})
+	}
+}

cmd/launch/launch.go

@@ -6,6 +6,7 @@ import (
 	"fmt"
 	"net/http"
 	"os"
+	"slices"
 	"strings"
 
 	"github.com/ollama/ollama/api"
@@ -140,6 +141,36 @@ type Editor interface {
 	Models() []string
 }
 
+// ManagedSingleModel is the narrow launch-owned config path for integrations
+// like Hermes that have one primary model selected by launcher, need launcher
+// to persist minimal config, and still keep their own model discovery and
+// onboarding UX. This stays separate from Runner-only integrations and the
+// multi-model Editor flow so Hermes-specific behavior stays scoped to one path.
+type ManagedSingleModel interface {
+	Paths() []string
+	Configure(model string) error
+	CurrentModel() string
+	Onboard() error
+}
+
+// ManagedRuntimeRefresher lets managed integrations refresh any long-lived
+// background runtime after launch rewrites their config.
+type ManagedRuntimeRefresher interface {
+	RefreshRuntimeAfterConfigure() error
+}
+
+// ManagedOnboardingValidator lets managed integrations re-check saved
+// onboarding state when launcher needs a stronger live readiness signal.
+type ManagedOnboardingValidator interface {
+	OnboardingComplete() bool
+}
+
+// ManagedInteractiveOnboarding lets a managed integration declare whether its
+// onboarding step really requires an interactive terminal. Hermes does not.
+type ManagedInteractiveOnboarding interface {
+	RequiresInteractiveOnboarding() bool
+}
+
 type modelInfo struct {
 	Name        string
 	Remote      bool
@@ -175,7 +206,10 @@ Supported integrations:
   claude    Claude Code
   cline     Cline
   codex     Codex
+  copilot   Copilot CLI (aliases: copilot-cli)
   droid     Droid
+  hermes    Hermes Agent
+  kimi      Kimi Code CLI
   opencode  OpenCode
   openclaw  OpenClaw (aliases: clawdbot, moltbot)
   pi        Pi
@@ -185,6 +219,7 @@ Examples:
   ollama launch
   ollama launch claude
   ollama launch claude --model <model>
+  ollama launch hermes
   ollama launch droid --config (does not auto-launch)
   ollama launch codex -- -p myprofile (pass extra args to integration)
   ollama launch codex -- --sandbox workspace-write`,
@@ -307,36 +342,54 @@ func LaunchIntegration(ctx context.Context, req IntegrationLaunchRequest) error
 	if err != nil {
 		return err
 	}
+
+	policy := launchIntegrationPolicy(req)
+	if policy.Confirm == LaunchConfirmAutoApprove && !isInteractiveSession() && req.ModelOverride == "" {
+		return fmt.Errorf("headless --yes launch for %s requires --model <model>", name)
+	}
+
+	launchClient, saved, err := prepareIntegrationLaunch(name, policy)
+	if err != nil {
+		return err
+	}
+
+	if managed, ok := runner.(ManagedSingleModel); ok {
+		if err := EnsureIntegrationInstalled(name, runner); err != nil {
+			return err
+		}
+		return launchClient.launchManagedSingleIntegration(ctx, name, runner, managed, saved, req)
+	}
+
 	if !req.ConfigureOnly {
 		if err := EnsureIntegrationInstalled(name, runner); err != nil {
 			return err
 		}
 	}
 
-	var policy LaunchPolicy
-	// TUI does not set a policy, whereas ollama launch <app> does as it can have flags which change the behavior
-	if req.Policy == nil {
-		policy = defaultLaunchPolicy(isInteractiveSession(), false)
-	} else {
-		policy = *req.Policy
-	}
-
-	launchClient, err := newLauncherClient(policy)
-	if err != nil {
-		return err
-	}
-	saved, _ := loadStoredIntegrationConfig(name)
-	// In headless --yes mode we cannot prompt, so require an explicit --model.
-	if policy.Confirm == LaunchConfirmAutoApprove && !isInteractiveSession() && req.ModelOverride == "" {
-		return fmt.Errorf("headless --yes launch for %s requires --model <model>", name)
-	}
-
 	if editor, ok := runner.(Editor); ok {
 		return launchClient.launchEditorIntegration(ctx, name, runner, editor, saved, req)
 	}
 	return launchClient.launchSingleIntegration(ctx, name, runner, saved, req)
 }
 
+func launchIntegrationPolicy(req IntegrationLaunchRequest) LaunchPolicy {
+	// TUI does not set a policy, whereas ollama launch <app> does as it can
+	// have flags which change the behavior.
+	if req.Policy != nil {
+		return *req.Policy
+	}
+	return defaultLaunchPolicy(isInteractiveSession(), false)
+}
+
+func prepareIntegrationLaunch(name string, policy LaunchPolicy) (*launcherClient, *config.IntegrationConfig, error) {
+	launchClient, err := newLauncherClient(policy)
+	if err != nil {
+		return nil, nil, err
+	}
+	saved, _ := loadStoredIntegrationConfig(name)
+	return launchClient, saved, nil
+}
+
 func (c *launcherClient) buildLauncherState(ctx context.Context) (*LauncherState, error) {
 	_ = c.loadModelInventoryOnce(ctx)
 
@@ -367,9 +420,18 @@ func (c *launcherClient) buildLauncherIntegrationState(ctx context.Context, info
 	if err != nil {
 		return LauncherIntegrationState{}, err
 	}
-	currentModel, usable, err := c.launcherModelState(ctx, info.Name, integration.editor)
-	if err != nil {
-		return LauncherIntegrationState{}, err
+	var currentModel string
+	var usable bool
+	if managed, ok := integration.spec.Runner.(ManagedSingleModel); ok {
+		currentModel, usable, err = c.launcherManagedModelState(ctx, info.Name, managed)
+		if err != nil {
+			return LauncherIntegrationState{}, err
+		}
+	} else {
+		currentModel, usable, err = c.launcherModelState(ctx, info.Name, integration.editor)
+		if err != nil {
+			return LauncherIntegrationState{}, err
+		}
 	}
 
 	return LauncherIntegrationState{
@@ -407,6 +469,28 @@ func (c *launcherClient) launcherModelState(ctx context.Context, name string, is
 	return model, usableErr == nil && usable, nil
 }
 
+func (c *launcherClient) launcherManagedModelState(ctx context.Context, name string, managed ManagedSingleModel) (string, bool, error) {
+	current := managed.CurrentModel()
+	if current == "" {
+		cfg, loadErr := loadStoredIntegrationConfig(name)
+		if loadErr == nil {
+			current = primaryModelFromConfig(cfg)
+		}
+		if current != "" {
+			return current, false, nil
+		}
+	}
+	if current == "" {
+		return "", false, nil
+	}
+
+	usable, err := c.savedModelUsable(ctx, current)
+	if err != nil {
+		return current, false, err
+	}
+	return current, usable, nil
+}
+
 func (c *launcherClient) resolveRunModel(ctx context.Context, req RunModelRequest) (string, error) {
 	current := config.LastModel()
 	if !req.ForcePicker && current != "" && c.policy.Confirm == LaunchConfirmAutoApprove && !isInteractiveSession() {
@@ -443,35 +527,15 @@ func (c *launcherClient) resolveRunModel(ctx context.Context, req RunModelReques
 }
 
 func (c *launcherClient) launchSingleIntegration(ctx context.Context, name string, runner Runner, saved *config.IntegrationConfig, req IntegrationLaunchRequest) error {
-	current := primaryModelFromConfig(saved)
-	target := req.ModelOverride
-	needsConfigure := req.ForceConfigure
-
-	if target == "" {
-		target = current
-		usable, err := c.savedModelUsable(ctx, target)
-		if err != nil {
-			return err
-		}
-		if !usable {
-			needsConfigure = true
-		}
-	}
-
-	if needsConfigure {
-		selected, err := c.selectSingleModelWithSelector(ctx, fmt.Sprintf("Select model for %s:", runner), target, DefaultSingleSelector)
-		if err != nil {
-			return err
-		}
-		target = selected
-	} else if err := c.ensureModelsReady(ctx, []string{target}); err != nil {
+	target, _, err := c.resolveSingleIntegrationTarget(ctx, runner, primaryModelFromConfig(saved), req)
+	if err != nil {
 		return err
 	}
-
 	if target == "" {
 		return nil
 	}
 
+	current := primaryModelFromConfig(saved)
 	if target != current {
 		if err := config.SaveIntegration(name, []string{target}); err != nil {
 			return fmt.Errorf("failed to save: %w", err)
@@ -500,7 +564,7 @@ func (c *launcherClient) launchEditorIntegration(ctx context.Context, name strin
 		return nil
 	}
 
-	if needsConfigure || req.ModelOverride != "" {
+	if (needsConfigure || req.ModelOverride != "") && !savedMatchesModels(saved, models) {
 		if err := prepareEditorIntegration(name, runner, editor, models); err != nil {
 			return err
 		}
@@ -509,6 +573,102 @@ func (c *launcherClient) launchEditorIntegration(ctx context.Context, name strin
 	return launchAfterConfiguration(name, runner, models[0], req)
 }
 
+func (c *launcherClient) launchManagedSingleIntegration(ctx context.Context, name string, runner Runner, managed ManagedSingleModel, saved *config.IntegrationConfig, req IntegrationLaunchRequest) error {
+	current := managed.CurrentModel()
+	selectionCurrent := current
+	if selectionCurrent == "" {
+		selectionCurrent = primaryModelFromConfig(saved)
+	}
+
+	target, needsConfigure, err := c.resolveSingleIntegrationTarget(ctx, runner, selectionCurrent, req)
+	if err != nil {
+		return err
+	}
+	if target == "" {
+		return nil
+	}
+
+	if (current == "" || needsConfigure || req.ModelOverride != "" || target != current) && !savedMatchesModels(saved, []string{target}) {
+		if err := prepareManagedSingleIntegration(name, runner, managed, target); err != nil {
+			return err
+		}
+		if refresher, ok := managed.(ManagedRuntimeRefresher); ok {
+			if err := refresher.RefreshRuntimeAfterConfigure(); err != nil {
+				return err
+			}
+		}
+	}
+
+	if !managedIntegrationOnboarded(saved, managed) {
+		if !isInteractiveSession() && managedRequiresInteractiveOnboarding(managed) {
+			return fmt.Errorf("%s still needs interactive gateway setup; run 'ollama launch %s' in a terminal to finish onboarding", runner, name)
+		}
+		if err := managed.Onboard(); err != nil {
+			return err
+		}
+	}
+
+	if req.ConfigureOnly {
+		return nil
+	}
+
+	return runIntegration(runner, target, req.ExtraArgs)
+}
+
+func (c *launcherClient) resolveSingleIntegrationTarget(ctx context.Context, runner Runner, current string, req IntegrationLaunchRequest) (string, bool, error) {
+	target := req.ModelOverride
+	needsConfigure := req.ForceConfigure
+
+	if target == "" {
+		target = current
+		usable, err := c.savedModelUsable(ctx, target)
+		if err != nil {
+			return "", false, err
+		}
+		if !usable {
+			needsConfigure = true
+		}
+	}
+
+	if needsConfigure {
+		selected, err := c.selectSingleModelWithSelector(ctx, fmt.Sprintf("Select model for %s:", runner), target, DefaultSingleSelector)
+		if err != nil {
+			return "", false, err
+		}
+		target = selected
+	} else if err := c.ensureModelsReady(ctx, []string{target}); err != nil {
+		return "", false, err
+	}
+
+	return target, needsConfigure, nil
+}
+
+func savedIntegrationOnboarded(saved *config.IntegrationConfig) bool {
+	return saved != nil && saved.Onboarded
+}
+
+func managedIntegrationOnboarded(saved *config.IntegrationConfig, managed ManagedSingleModel) bool {
+	if !savedIntegrationOnboarded(saved) {
+		return false
+	}
+	validator, ok := managed.(ManagedOnboardingValidator)
+	if !ok {
+		return true
+	}
+	return validator.OnboardingComplete()
+}
+
+// Most managed integrations treat onboarding as an interactive terminal step.
+// Hermes opts out because its launch-owned onboarding is just bookkeeping, so
+// headless launches should not be blocked once config is already prepared.
+func managedRequiresInteractiveOnboarding(managed ManagedSingleModel) bool {
+	onboarding, ok := managed.(ManagedInteractiveOnboarding)
+	if !ok {
+		return true
+	}
+	return onboarding.RequiresInteractiveOnboarding()
+}
+
 func (c *launcherClient) selectSingleModelWithSelector(ctx context.Context, title, current string, selector SingleSelector) (string, error) {
 	if selector == nil {
 		return "", fmt.Errorf("no selector configured")
@@ -540,15 +700,6 @@ func (c *launcherClient) selectMultiModelsForIntegration(ctx context.Context, ru
 	if err != nil {
 		return nil, err
 	}
-	if len(preChecked) > 0 {
-		// Keep list order stable in multi-select even when there are existing checks.
-		// checked/default state still comes from orderedChecked.
-		stableItems, _, stableErr := c.loadSelectableModels(ctx, nil, current, "no models available")
-		if stableErr != nil {
-			return nil, stableErr
-		}
-		items = stableItems
-	}
 
 	selected, err := DefaultMultiSelector(fmt.Sprintf("Select models for %s:", runner), items, orderedChecked)
 	if err != nil {
@@ -765,7 +916,6 @@ func (c *launcherClient) loadModelInventoryOnce(ctx context.Context) error {
 }
 
 func runIntegration(runner Runner, modelName string, args []string) error {
-	fmt.Fprintf(os.Stderr, "\nLaunching %s with %s...\n", runner, modelName)
 	return runner.Run(modelName, args)
 }
 
@@ -856,6 +1006,13 @@ func firstModel(models []string) string {
 	return models[0]
 }
 
+func savedMatchesModels(saved *config.IntegrationConfig, models []string) bool {
+	if saved == nil {
+		return false
+	}
+	return slices.Equal(saved.Models, models)
+}
+
 func editorPreCheckedModels(saved *config.IntegrationConfig, override string) []string {
 	if override == "" {
 		if saved == nil {

cmd/launch/launch_test.go

@@ -13,6 +13,7 @@ import (
 	"strings"
 	"testing"
 
+	"github.com/google/go-cmp/cmp"
 	"github.com/ollama/ollama/cmd/config"
 )
 
@@ -49,6 +50,55 @@ func (r *launcherSingleRunner) Run(model string, args []string) error {
 
 func (r *launcherSingleRunner) String() string { return "StubSingle" }
 
+type launcherManagedRunner struct {
+	paths              []string
+	currentModel       string
+	configured         []string
+	ranModel           string
+	onboarded          bool
+	onboardCalls       int
+	onboardingComplete bool
+	refreshCalls       int
+	refreshErr         error
+}
+
+func (r *launcherManagedRunner) Run(model string, args []string) error {
+	r.ranModel = model
+	return nil
+}
+
+func (r *launcherManagedRunner) String() string { return "StubManaged" }
+
+func (r *launcherManagedRunner) Paths() []string { return r.paths }
+
+func (r *launcherManagedRunner) Configure(model string) error {
+	r.configured = append(r.configured, model)
+	r.currentModel = model
+	return nil
+}
+
+func (r *launcherManagedRunner) CurrentModel() string { return r.currentModel }
+
+func (r *launcherManagedRunner) Onboard() error {
+	r.onboardCalls++
+	r.onboarded = true
+	r.onboardingComplete = true
+	return nil
+}
+
+func (r *launcherManagedRunner) OnboardingComplete() bool { return r.onboardingComplete }
+
+func (r *launcherManagedRunner) RefreshRuntimeAfterConfigure() error {
+	r.refreshCalls++
+	return r.refreshErr
+}
+
+type launcherHeadlessManagedRunner struct {
+	launcherManagedRunner
+}
+
+func (r *launcherHeadlessManagedRunner) RequiresInteractiveOnboarding() bool { return false }
+
 func setLaunchTestHome(t *testing.T, dir string) {
 	t.Helper()
 	t.Setenv("HOME", dir)
@@ -141,6 +191,451 @@ func TestDefaultLaunchPolicy(t *testing.T) {
 	}
 }
 
+func TestBuildLauncherState_ManagedSingleIntegrationUsesCurrentModel(t *testing.T) {
+	tmpDir := t.TempDir()
+	setLaunchTestHome(t, tmpDir)
+
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		switch r.URL.Path {
+		case "/api/tags":
+			fmt.Fprint(w, `{"models":[{"name":"gemma4"}]}`)
+		case "/api/show":
+			fmt.Fprint(w, `{"model_info":{"general.context_length":131072}}`)
+		default:
+			http.NotFound(w, r)
+		}
+	}))
+	defer srv.Close()
+	t.Setenv("OLLAMA_HOST", srv.URL)
+
+	runner := &launcherManagedRunner{currentModel: "gemma4"}
+	withIntegrationOverride(t, "pi", runner)
+
+	state, err := BuildLauncherState(context.Background())
+	if err != nil {
+		t.Fatalf("BuildLauncherState returned error: %v", err)
+	}
+
+	if state.Integrations["pi"].CurrentModel != "gemma4" {
+		t.Fatalf("expected managed current model from integration config, got %q", state.Integrations["pi"].CurrentModel)
+	}
+	if !state.Integrations["pi"].ModelUsable {
+		t.Fatal("expected managed current model to be usable")
+	}
+}
+
+func TestBuildLauncherState_ManagedSingleIntegrationShowsSavedModelWhenLiveConfigMissing(t *testing.T) {
+	tmpDir := t.TempDir()
+	setLaunchTestHome(t, tmpDir)
+
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		switch r.URL.Path {
+		case "/api/tags":
+			fmt.Fprint(w, `{"models":[{"name":"gemma4"}]}`)
+		case "/api/show":
+			fmt.Fprint(w, `{"model_info":{"general.context_length":131072}}`)
+		default:
+			http.NotFound(w, r)
+		}
+	}))
+	defer srv.Close()
+	t.Setenv("OLLAMA_HOST", srv.URL)
+
+	if err := config.SaveIntegration("pi", []string{"gemma4"}); err != nil {
+		t.Fatalf("failed to save managed integration config: %v", err)
+	}
+
+	runner := &launcherManagedRunner{}
+	withIntegrationOverride(t, "pi", runner)
+
+	state, err := BuildLauncherState(context.Background())
+	if err != nil {
+		t.Fatalf("BuildLauncherState returned error: %v", err)
+	}
+
+	if state.Integrations["pi"].CurrentModel != "gemma4" {
+		t.Fatalf("expected saved model to remain visible, got %q", state.Integrations["pi"].CurrentModel)
+	}
+	if state.Integrations["pi"].ModelUsable {
+		t.Fatal("expected missing live config to mark managed model unusable")
+	}
+}
+
+func TestLaunchIntegration_ManagedSingleIntegrationConfiguresOnboardsAndRuns(t *testing.T) {
+	tmpDir := t.TempDir()
+	setLaunchTestHome(t, tmpDir)
+	withInteractiveSession(t, true)
+	withLauncherHooks(t)
+
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		switch r.URL.Path {
+		case "/api/tags":
+			fmt.Fprint(w, `{"models":[{"name":"gemma4"}]}`)
+		case "/api/show":
+			fmt.Fprint(w, `{"model_info":{"general.context_length":131072}}`)
+		default:
+			http.NotFound(w, r)
+		}
+	}))
+	defer srv.Close()
+	t.Setenv("OLLAMA_HOST", srv.URL)
+
+	runner := &launcherManagedRunner{
+		paths: nil,
+	}
+	withIntegrationOverride(t, "stubmanaged", runner)
+
+	DefaultSingleSelector = func(title string, items []ModelItem, current string) (string, error) {
+		return "gemma4", nil
+	}
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
+		return true, nil
+	}
+
+	if err := LaunchIntegration(context.Background(), IntegrationLaunchRequest{Name: "stubmanaged"}); err != nil {
+		t.Fatalf("LaunchIntegration returned error: %v", err)
+	}
+
+	if diff := compareStrings(runner.configured, []string{"gemma4"}); diff != "" {
+		t.Fatalf("configured models mismatch: %s", diff)
+	}
+	if runner.refreshCalls != 1 {
+		t.Fatalf("expected runtime refresh once after configure, got %d", runner.refreshCalls)
+	}
+	if runner.onboardCalls != 1 {
+		t.Fatalf("expected onboarding to run once, got %d", runner.onboardCalls)
+	}
+	if runner.ranModel != "gemma4" {
+		t.Fatalf("expected launch to run configured model, got %q", runner.ranModel)
+	}
+
+	saved, err := config.LoadIntegration("stubmanaged")
+	if err != nil {
+		t.Fatalf("failed to reload managed integration config: %v", err)
+	}
+	if diff := compareStrings(saved.Models, []string{"gemma4"}); diff != "" {
+		t.Fatalf("saved models mismatch: %s", diff)
+	}
+}
+
+func TestLaunchIntegration_ManagedSingleIntegrationReOnboardsWhenSavedFlagIsStale(t *testing.T) {
+	tmpDir := t.TempDir()
+	setLaunchTestHome(t, tmpDir)
+	withInteractiveSession(t, true)
+	withLauncherHooks(t)
+
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		switch r.URL.Path {
+		case "/api/tags":
+			fmt.Fprint(w, `{"models":[{"name":"gemma4"}]}`)
+		case "/api/show":
+			fmt.Fprint(w, `{"model_info":{"general.context_length":131072}}`)
+		default:
+			http.NotFound(w, r)
+		}
+	}))
+	defer srv.Close()
+	t.Setenv("OLLAMA_HOST", srv.URL)
+
+	runner := &launcherManagedRunner{
+		currentModel:       "gemma4",
+		onboardingComplete: false,
+	}
+	withIntegrationOverride(t, "stubmanaged", runner)
+
+	if err := config.SaveIntegration("stubmanaged", []string{"gemma4"}); err != nil {
+		t.Fatalf("failed to save managed integration config: %v", err)
+	}
+	if err := config.MarkIntegrationOnboarded("stubmanaged"); err != nil {
+		t.Fatalf("failed to mark managed integration onboarded: %v", err)
+	}
+
+	if err := LaunchIntegration(context.Background(), IntegrationLaunchRequest{Name: "stubmanaged"}); err != nil {
+		t.Fatalf("LaunchIntegration returned error: %v", err)
+	}
+
+	if runner.onboardCalls != 1 {
+		t.Fatalf("expected stale onboarded flag to trigger onboarding, got %d calls", runner.onboardCalls)
+	}
+	if runner.refreshCalls != 0 {
+		t.Fatalf("expected no runtime refresh when config is unchanged, got %d", runner.refreshCalls)
+	}
+	if runner.ranModel != "gemma4" {
+		t.Fatalf("expected launch to run saved model after onboarding repair, got %q", runner.ranModel)
+	}
+}
+
+func TestLaunchIntegration_ManagedSingleIntegrationConfigOnlySkipsFinalRun(t *testing.T) {
+	tmpDir := t.TempDir()
+	setLaunchTestHome(t, tmpDir)
+	withInteractiveSession(t, true)
+	withLauncherHooks(t)
+
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		switch r.URL.Path {
+		case "/api/show":
+			fmt.Fprint(w, `{"model_info":{"general.context_length":131072}}`)
+		default:
+			http.NotFound(w, r)
+		}
+	}))
+	defer srv.Close()
+	t.Setenv("OLLAMA_HOST", srv.URL)
+
+	runner := &launcherManagedRunner{
+		paths: nil,
+	}
+	withIntegrationOverride(t, "stubmanaged", runner)
+
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
+		return true, nil
+	}
+
+	if err := LaunchIntegration(context.Background(), IntegrationLaunchRequest{
+		Name:          "stubmanaged",
+		ModelOverride: "gemma4",
+		ConfigureOnly: true,
+	}); err != nil {
+		t.Fatalf("LaunchIntegration returned error: %v", err)
+	}
+
+	if runner.ranModel != "" {
+		t.Fatalf("expected configure-only flow to skip final launch, got %q", runner.ranModel)
+	}
+	if runner.refreshCalls != 1 {
+		t.Fatalf("expected configure-only flow to refresh runtime once, got %d", runner.refreshCalls)
+	}
+	if runner.onboardCalls != 1 {
+		t.Fatalf("expected configure-only flow to onboard once, got %d", runner.onboardCalls)
+	}
+}
+
+func TestLaunchIntegration_ManagedSingleIntegrationSkipsRewriteWhenSavedMatches(t *testing.T) {
+	tmpDir := t.TempDir()
+	setLaunchTestHome(t, tmpDir)
+	withInteractiveSession(t, true)
+	withLauncherHooks(t)
+
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		switch r.URL.Path {
+		case "/api/tags":
+			fmt.Fprint(w, `{"models":[{"name":"gemma4"}]}`)
+		case "/api/show":
+			fmt.Fprint(w, `{"model_info":{"general.context_length":131072}}`)
+		default:
+			http.NotFound(w, r)
+		}
+	}))
+	defer srv.Close()
+	t.Setenv("OLLAMA_HOST", srv.URL)
+
+	if err := config.SaveIntegration("stubmanaged", []string{"gemma4"}); err != nil {
+		t.Fatalf("failed to save managed integration config: %v", err)
+	}
+
+	runner := &launcherManagedRunner{}
+	withIntegrationOverride(t, "stubmanaged", runner)
+
+	DefaultSingleSelector = func(title string, items []ModelItem, current string) (string, error) {
+		t.Fatal("selector should not be called when saved model matches target")
+		return "", nil
+	}
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
+		t.Fatal("confirm prompt should not run when saved model matches target")
+		return false, nil
+	}
+
+	if err := LaunchIntegration(context.Background(), IntegrationLaunchRequest{Name: "stubmanaged"}); err != nil {
+		t.Fatalf("LaunchIntegration returned error: %v", err)
+	}
+
+	if len(runner.configured) != 0 {
+		t.Fatalf("expected Configure to be skipped when saved matches, got %v", runner.configured)
+	}
+	if runner.refreshCalls != 0 {
+		t.Fatalf("expected no runtime refresh when config is unchanged, got %d", runner.refreshCalls)
+	}
+	if runner.ranModel != "gemma4" {
+		t.Fatalf("expected launch to run saved model, got %q", runner.ranModel)
+	}
+}
+
+func TestLaunchIntegration_ManagedSingleIntegrationRewritesWhenSavedDiffers(t *testing.T) {
+	tmpDir := t.TempDir()
+	setLaunchTestHome(t, tmpDir)
+	withInteractiveSession(t, true)
+	withLauncherHooks(t)
+
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		switch r.URL.Path {
+		case "/api/tags":
+			fmt.Fprint(w, `{"models":[{"name":"gemma4"}]}`)
+		case "/api/show":
+			fmt.Fprint(w, `{"model_info":{"general.context_length":131072}}`)
+		default:
+			http.NotFound(w, r)
+		}
+	}))
+	defer srv.Close()
+	t.Setenv("OLLAMA_HOST", srv.URL)
+
+	if err := config.SaveIntegration("stubmanaged", []string{"old-model"}); err != nil {
+		t.Fatalf("failed to save managed integration config: %v", err)
+	}
+
+	runner := &launcherManagedRunner{}
+	withIntegrationOverride(t, "stubmanaged", runner)
+
+	DefaultSingleSelector = func(title string, items []ModelItem, current string) (string, error) {
+		t.Fatal("selector should not be called when model override is provided")
+		return "", nil
+	}
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
+		return true, nil
+	}
+
+	if err := LaunchIntegration(context.Background(), IntegrationLaunchRequest{
+		Name:          "stubmanaged",
+		ModelOverride: "gemma4",
+	}); err != nil {
+		t.Fatalf("LaunchIntegration returned error: %v", err)
+	}
+
+	if diff := compareStrings(runner.configured, []string{"gemma4"}); diff != "" {
+		t.Fatalf("expected Configure to run when saved differs from target: %s", diff)
+	}
+	if runner.refreshCalls != 1 {
+		t.Fatalf("expected runtime refresh once after configure, got %d", runner.refreshCalls)
+	}
+	if runner.ranModel != "gemma4" {
+		t.Fatalf("expected launch to run configured model, got %q", runner.ranModel)
+	}
+}
+
+func TestLaunchIntegration_ManagedSingleIntegrationStopsWhenRuntimeRefreshFails(t *testing.T) {
+	tmpDir := t.TempDir()
+	setLaunchTestHome(t, tmpDir)
+	withInteractiveSession(t, true)
+	withLauncherHooks(t)
+
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		switch r.URL.Path {
+		case "/api/show":
+			fmt.Fprint(w, `{"model_info":{"general.context_length":131072}}`)
+		default:
+			http.NotFound(w, r)
+		}
+	}))
+	defer srv.Close()
+	t.Setenv("OLLAMA_HOST", srv.URL)
+
+	runner := &launcherManagedRunner{
+		refreshErr: fmt.Errorf("boom"),
+	}
+	withIntegrationOverride(t, "stubmanaged", runner)
+
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
+		return true, nil
+	}
+
+	err := LaunchIntegration(context.Background(), IntegrationLaunchRequest{
+		Name:          "stubmanaged",
+		ModelOverride: "gemma4",
+	})
+	if err == nil || !strings.Contains(err.Error(), "boom") {
+		t.Fatalf("expected runtime refresh error, got %v", err)
+	}
+	if runner.ranModel != "" {
+		t.Fatalf("expected final launch to stop on runtime refresh failure, got %q", runner.ranModel)
+	}
+	if runner.refreshCalls != 1 {
+		t.Fatalf("expected one runtime refresh attempt, got %d", runner.refreshCalls)
+	}
+	if runner.onboardCalls != 0 {
+		t.Fatalf("expected onboarding to stop after refresh failure, got %d", runner.onboardCalls)
+	}
+}
+
+func TestLaunchIntegration_ManagedSingleIntegrationHeadlessNeedsInteractiveOnboarding(t *testing.T) {
+	tmpDir := t.TempDir()
+	setLaunchTestHome(t, tmpDir)
+	withInteractiveSession(t, false)
+	withLauncherHooks(t)
+
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		switch r.URL.Path {
+		case "/api/show":
+			fmt.Fprint(w, `{"model_info":{"general.context_length":131072}}`)
+		default:
+			http.NotFound(w, r)
+		}
+	}))
+	defer srv.Close()
+	t.Setenv("OLLAMA_HOST", srv.URL)
+
+	runner := &launcherManagedRunner{
+		paths: nil,
+	}
+	withIntegrationOverride(t, "stubmanaged", runner)
+
+	err := LaunchIntegration(context.Background(), IntegrationLaunchRequest{
+		Name:          "stubmanaged",
+		ModelOverride: "gemma4",
+		Policy:        &LaunchPolicy{Confirm: LaunchConfirmAutoApprove, MissingModel: LaunchMissingModelAutoPull},
+	})
+	if err == nil {
+		t.Fatal("expected headless onboarding requirement to fail")
+	}
+	if !strings.Contains(err.Error(), "interactive gateway setup") {
+		t.Fatalf("expected interactive onboarding guidance, got %v", err)
+	}
+	if runner.ranModel != "" {
+		t.Fatalf("expected no final launch when onboarding is still required, got %q", runner.ranModel)
+	}
+	if runner.onboardCalls != 0 {
+		t.Fatalf("expected no onboarding attempts in headless mode, got %d", runner.onboardCalls)
+	}
+}
+
+func TestLaunchIntegration_ManagedSingleIntegrationHeadlessAllowsNonInteractiveOnboarding(t *testing.T) {
+	tmpDir := t.TempDir()
+	setLaunchTestHome(t, tmpDir)
+	withInteractiveSession(t, false)
+	withLauncherHooks(t)
+
+	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
+		switch r.URL.Path {
+		case "/api/show":
+			fmt.Fprint(w, `{"model_info":{"general.context_length":131072}}`)
+		default:
+			http.NotFound(w, r)
+		}
+	}))
+	defer srv.Close()
+	t.Setenv("OLLAMA_HOST", srv.URL)
+
+	runner := &launcherHeadlessManagedRunner{}
+	withIntegrationOverride(t, "stubmanaged", runner)
+
+	err := LaunchIntegration(context.Background(), IntegrationLaunchRequest{
+		Name:          "stubmanaged",
+		ModelOverride: "gemma4",
+		Policy:        &LaunchPolicy{Confirm: LaunchConfirmAutoApprove, MissingModel: LaunchMissingModelAutoPull},
+	})
+	if err != nil {
+		t.Fatalf("expected non-interactive onboarding to succeed headlessly, got %v", err)
+	}
+	if diff := compareStrings(runner.configured, []string{"gemma4"}); diff != "" {
+		t.Fatalf("configured models mismatch: %s", diff)
+	}
+	if runner.onboardCalls != 1 {
+		t.Fatalf("expected onboarding to run once, got %d", runner.onboardCalls)
+	}
+	if runner.ranModel != "gemma4" {
+		t.Fatalf("expected launch to run configured model, got %q", runner.ranModel)
+	}
+}
+
 func TestBuildLauncherState_InstalledAndCloudDisabled(t *testing.T) {
 	tmpDir := t.TempDir()
 	setLaunchTestHome(t, tmpDir)
@@ -521,7 +1016,7 @@ func TestResolveRunModel_ForcePicker_DoesNotReorderByLastModel(t *testing.T) {
 	srv := httptest.NewServer(http.HandlerFunc(func(w http.ResponseWriter, r *http.Request) {
 		switch r.URL.Path {
 		case "/api/tags":
-			fmt.Fprint(w, `{"models":[{"name":"qwen3.5"},{"name":"glm-4.7-flash"}]}`)
+			fmt.Fprint(w, `{"models":[{"name":"qwen3.5"},{"name":"gemma4"}]}`)
 		case "/api/show":
 			fmt.Fprint(w, `{"model":"qwen3.5"}`)
 		default:
@@ -540,7 +1035,7 @@ func TestResolveRunModel_ForcePicker_DoesNotReorderByLastModel(t *testing.T) {
 		t.Fatal("expected selector to receive model items")
 	}
 
-	glmIdx := slices.Index(gotNames, "glm-4.7-flash")
+	glmIdx := slices.Index(gotNames, "gemma4")
 	qwenIdx := slices.Index(gotNames, "qwen3.5")
 	if glmIdx == -1 || qwenIdx == -1 {
 		t.Fatalf("expected recommended local models in selector items, got %v", gotNames)
@@ -618,7 +1113,7 @@ func TestLaunchIntegration_EditorForceConfigure(t *testing.T) {
 	}
 
 	var proceedPrompt bool
-	DefaultConfirmPrompt = func(prompt string) (bool, error) {
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
 		if prompt == "Proceed?" {
 			proceedPrompt = true
 		}
@@ -668,7 +1163,7 @@ func TestLaunchIntegration_EditorForceConfigure(t *testing.T) {
 	}
 }
 
-func TestLaunchIntegration_EditorForceConfigure_DoesNotFloatCheckedModelsInPicker(t *testing.T) {
+func TestLaunchIntegration_EditorForceConfigure_FloatsCheckedModelsInPicker(t *testing.T) {
 	tmpDir := t.TempDir()
 	setLaunchTestHome(t, tmpDir)
 	withLauncherHooks(t)
@@ -725,8 +1220,9 @@ func TestLaunchIntegration_EditorForceConfigure_DoesNotFloatCheckedModelsInPicke
 	if len(gotItems) == 0 {
 		t.Fatal("expected multi selector to receive items")
 	}
-	if gotItems[0] != "kimi-k2.5:cloud" {
-		t.Fatalf("expected stable recommendation order with kimi-k2.5:cloud first, got %v", gotItems)
+	wantItems := recommendedNames()
+	if diff := cmp.Diff(wantItems, gotItems); diff != "" {
+		t.Fatalf("expected fixed recommended order in selector items (-want +got):\n%s", diff)
 	}
 	if len(gotPreChecked) < 2 {
 		t.Fatalf("expected prechecked models to be preserved, got %v", gotPreChecked)
@@ -847,7 +1343,7 @@ func TestLaunchIntegration_EditorConfigureMultiSkipsMissingLocalAndPersistsAccep
 	DefaultMultiSelector = func(title string, items []ModelItem, preChecked []string) ([]string, error) {
 		return []string{"glm-5:cloud", "missing-local"}, nil
 	}
-	DefaultConfirmPrompt = func(prompt string) (bool, error) {
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
 		if prompt == "Proceed?" {
 			return true, nil
 		}
@@ -929,7 +1425,7 @@ func TestLaunchIntegration_EditorConfigureMultiSkipsUnauthedCloudAndPersistsAcce
 	DefaultMultiSelector = func(title string, items []ModelItem, preChecked []string) ([]string, error) {
 		return []string{"llama3.2", "glm-5:cloud"}, nil
 	}
-	DefaultConfirmPrompt = func(prompt string) (bool, error) {
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
 		if prompt == "Proceed?" {
 			return true, nil
 		}
@@ -1014,7 +1510,7 @@ func TestLaunchIntegration_EditorConfigureMultiRemovesReselectedFailingModel(t *
 	DefaultMultiSelector = func(title string, items []ModelItem, preChecked []string) ([]string, error) {
 		return append([]string(nil), preChecked...), nil
 	}
-	DefaultConfirmPrompt = func(prompt string) (bool, error) {
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
 		if prompt == "Proceed?" {
 			return true, nil
 		}
@@ -1101,7 +1597,7 @@ func TestLaunchIntegration_EditorConfigureMultiAllFailuresKeepsExistingAndSkipsL
 	DefaultMultiSelector = func(title string, items []ModelItem, preChecked []string) ([]string, error) {
 		return []string{"missing-local-a", "missing-local-b"}, nil
 	}
-	DefaultConfirmPrompt = func(prompt string) (bool, error) {
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
 		if prompt == "Download missing-local-a?" || prompt == "Download missing-local-b?" {
 			return false, nil
 		}
@@ -1180,7 +1676,7 @@ func TestLaunchIntegration_ConfiguredEditorLaunchValidatesPrimaryOnly(t *testing
 		t.Fatalf("failed to seed config: %v", err)
 	}
 
-	DefaultConfirmPrompt = func(prompt string) (bool, error) {
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
 		t.Fatalf("did not expect prompt during normal configured launch: %q", prompt)
 		return false, nil
 	}
@@ -1245,7 +1741,7 @@ func TestLaunchIntegration_ConfiguredEditorLaunchSkipsReconfigure(t *testing.T)
 		t.Fatalf("failed to seed config: %v", err)
 	}
 
-	DefaultConfirmPrompt = func(prompt string) (bool, error) {
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
 		t.Fatalf("did not expect prompt during a normal editor launch: %s", prompt)
 		return false, nil
 	}
@@ -1410,7 +1906,7 @@ func TestLaunchIntegration_ConfigureOnlyDoesNotRequireInstalledBinary(t *testing
 	}
 
 	var prompts []string
-	DefaultConfirmPrompt = func(prompt string) (bool, error) {
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
 		prompts = append(prompts, prompt)
 		if strings.Contains(prompt, "Launch LauncherEditor now?") {
 			return false, nil
@@ -1569,7 +2065,7 @@ func TestLaunchIntegration_ClaudeForceConfigureMissingSelectionDoesNotSave(t *te
 	DefaultSingleSelector = func(title string, items []ModelItem, current string) (string, error) {
 		return "missing-model", nil
 	}
-	DefaultConfirmPrompt = func(prompt string) (bool, error) {
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
 		if prompt == "Download missing-model?" {
 			return false, nil
 		}
@@ -1631,7 +2127,7 @@ func TestLaunchIntegration_ClaudeModelOverrideSkipsSelector(t *testing.T) {
 	}
 
 	var confirmCalls int
-	DefaultConfirmPrompt = func(prompt string) (bool, error) {
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
 		confirmCalls++
 		if !strings.Contains(prompt, "glm-4") {
 			t.Fatalf("expected download prompt for override model, got %q", prompt)
@@ -1695,7 +2191,7 @@ func TestLaunchIntegration_ConfigureOnlyPrompt(t *testing.T) {
 	}
 
 	var prompts []string
-	DefaultConfirmPrompt = func(prompt string) (bool, error) {
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
 		prompts = append(prompts, prompt)
 		if strings.Contains(prompt, "Launch StubSingle now?") {
 			return false, nil
@@ -1745,7 +2241,7 @@ func TestLaunchIntegration_ModelOverrideHeadlessMissingFailsWithoutPrompt(t *tes
 	withIntegrationOverride(t, "droid", runner)
 
 	confirmCalled := false
-	DefaultConfirmPrompt = func(prompt string) (bool, error) {
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
 		confirmCalled = true
 		return true, nil
 	}
@@ -1802,7 +2298,7 @@ func TestLaunchIntegration_ModelOverrideHeadlessCanOverrideMissingModelPolicy(t
 	withIntegrationOverride(t, "droid", runner)
 
 	confirmCalled := false
-	DefaultConfirmPrompt = func(prompt string) (bool, error) {
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
 		confirmCalled = true
 		if !strings.Contains(prompt, "missing-model") {
 			t.Fatalf("expected prompt to mention missing model, got %q", prompt)
@@ -1860,7 +2356,7 @@ func TestLaunchIntegration_ModelOverrideInteractiveMissingPromptsAndPulls(t *tes
 	withIntegrationOverride(t, "droid", runner)
 
 	confirmCalled := false
-	DefaultConfirmPrompt = func(prompt string) (bool, error) {
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
 		confirmCalled = true
 		if !strings.Contains(prompt, "missing-model") {
 			t.Fatalf("expected prompt to mention missing model, got %q", prompt)
@@ -1921,7 +2417,7 @@ func TestLaunchIntegration_HeadlessSelectorFlowFailsWithoutPrompt(t *testing.T)
 	}
 
 	confirmCalled := false
-	DefaultConfirmPrompt = func(prompt string) (bool, error) {
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
 		confirmCalled = true
 		return true, nil
 	}

cmd/launch/models.go

@@ -21,17 +21,17 @@ import (
 )
 
 var recommendedModels = []ModelItem{
-	{Name: "kimi-k2.5:cloud", Description: "Multimodal reasoning with subagents", Recommended: true},
+	{Name: "kimi-k2.6:cloud", Description: "State-of-the-art coding, long-horizon execution, and multimodal agent swarm capability", Recommended: true},
 	{Name: "qwen3.5:cloud", Description: "Reasoning, coding, and agentic tool use with vision", Recommended: true},
-	{Name: "glm-5:cloud", Description: "Reasoning and code generation", Recommended: true},
+	{Name: "glm-5.1:cloud", Description: "Reasoning and code generation", Recommended: true},
 	{Name: "minimax-m2.7:cloud", Description: "Fast, efficient coding and real-world productivity", Recommended: true},
-	{Name: "glm-4.7-flash", Description: "Reasoning and code generation locally", Recommended: true},
+	{Name: "gemma4", Description: "Reasoning and code generation locally", Recommended: true},
 	{Name: "qwen3.5", Description: "Reasoning, coding, and visual understanding locally", Recommended: true},
 }
 
 var recommendedVRAM = map[string]string{
-	"glm-4.7-flash": "~25GB",
-	"qwen3.5":       "~11GB",
+	"gemma4":  "~16GB",
+	"qwen3.5": "~11GB",
 }
 
 // cloudModelLimit holds context and output token limits for a cloud model.
@@ -47,13 +47,16 @@ var cloudModelLimits = map[string]cloudModelLimit{
 	"cogito-2.1:671b":     {Context: 163_840, Output: 65_536},
 	"deepseek-v3.1:671b":  {Context: 163_840, Output: 163_840},
 	"deepseek-v3.2":       {Context: 163_840, Output: 65_536},
+	"gemma4:31b":          {Context: 262_144, Output: 131_072},
 	"glm-4.6":             {Context: 202_752, Output: 131_072},
 	"glm-4.7":             {Context: 202_752, Output: 131_072},
 	"glm-5":               {Context: 202_752, Output: 131_072},
+	"glm-5.1":             {Context: 202_752, Output: 131_072},
 	"gpt-oss:120b":        {Context: 131_072, Output: 131_072},
 	"gpt-oss:20b":         {Context: 131_072, Output: 131_072},
 	"kimi-k2:1t":          {Context: 262_144, Output: 262_144},
 	"kimi-k2.5":           {Context: 262_144, Output: 262_144},
+	"kimi-k2.6":           {Context: 262_144, Output: 262_144},
 	"kimi-k2-thinking":    {Context: 262_144, Output: 262_144},
 	"nemotron-3-nano:30b": {Context: 1_048_576, Output: 131_072},
 	"qwen3-coder:480b":    {Context: 262_144, Output: 65_536},
@@ -228,7 +231,7 @@ func pullMissingModel(ctx context.Context, client *api.Client, model string) err
 
 // prepareEditorIntegration persists models and applies editor-managed config files.
 func prepareEditorIntegration(name string, runner Runner, editor Editor, models []string) error {
-	if ok, err := confirmEditorEdit(runner, editor); err != nil {
+	if ok, err := confirmConfigEdit(runner, editor.Paths()); err != nil {
 		return err
 	} else if !ok {
 		return errCancelled
@@ -242,8 +245,22 @@ func prepareEditorIntegration(name string, runner Runner, editor Editor, models
 	return nil
 }
 
-func confirmEditorEdit(runner Runner, editor Editor) (bool, error) {
-	paths := editor.Paths()
+func prepareManagedSingleIntegration(name string, runner Runner, managed ManagedSingleModel, model string) error {
+	if ok, err := confirmConfigEdit(runner, managed.Paths()); err != nil {
+		return err
+	} else if !ok {
+		return errCancelled
+	}
+	if err := managed.Configure(model); err != nil {
+		return fmt.Errorf("setup failed: %w", err)
+	}
+	if err := config.SaveIntegration(name, []string{model}); err != nil {
+		return fmt.Errorf("failed to save: %w", err)
+	}
+	return nil
+}
+
+func confirmConfigEdit(runner Runner, paths []string) (bool, error) {
 	if len(paths) == 0 {
 		return true, nil
 	}
@@ -343,21 +360,13 @@ func buildModelList(existing []modelInfo, preChecked []string, current string) (
 		recRank[rec.Name] = i + 1
 	}
 
-	onlyLocal := hasLocalModel && !hasCloudModel
-
 	if hasLocalModel || hasCloudModel {
+		// Keep the Recommended section pinned to recommendedModels order. Checked
+		// and default-model priority only apply within the More section.
 		slices.SortStableFunc(items, func(a, b ModelItem) int {
 			ac, bc := checked[a.Name], checked[b.Name]
 			aNew, bNew := notInstalled[a.Name], notInstalled[b.Name]
 			aRec, bRec := recRank[a.Name] > 0, recRank[b.Name] > 0
-			aCloud, bCloud := cloudModels[a.Name], cloudModels[b.Name]
-
-			if ac != bc {
-				if ac {
-					return -1
-				}
-				return 1
-			}
 			if aRec != bRec {
 				if aRec {
 					return -1
@@ -365,19 +374,24 @@ func buildModelList(existing []modelInfo, preChecked []string, current string) (
 				return 1
 			}
 			if aRec && bRec {
-				if aCloud != bCloud {
-					if onlyLocal {
-						if aCloud {
-							return 1
-						}
-						return -1
-					}
-					if aCloud {
+				return recRank[a.Name] - recRank[b.Name]
+			}
+			if ac != bc {
+				if ac {
+					return -1
+				}
+				return 1
+			}
+			// Among checked non-recommended items - put the default first
+			if ac && !aRec && current != "" {
+				aCurrent := a.Name == current
+				bCurrent := b.Name == current
+				if aCurrent != bCurrent {
+					if aCurrent {
 						return -1
 					}
 					return 1
 				}
-				return recRank[a.Name] - recRank[b.Name]
 			}
 			if aNew != bNew {
 				if aNew {

cmd/launch/openclaw.go

@@ -14,8 +14,6 @@ import (
 	"strings"
 	"time"
 
-	"golang.org/x/mod/semver"
-
 	"github.com/ollama/ollama/api"
 	"github.com/ollama/ollama/cmd/internal/fileutil"
 	"github.com/ollama/ollama/envconfig"
@@ -98,11 +96,7 @@ func (c *Openclaw) Run(model string, args []string) error {
 		patchDeviceScopes()
 	}
 
-	if ensureWebSearchPlugin() {
-		registerWebSearchPlugin()
-	}
-
-	fmt.Fprintf(os.Stderr, "\n%sStarting your assistant — this may take a moment...%s\n\n", ansiGray, ansiReset)
+	configureOllamaWebSearch()
 
 	// When extra args are passed through, run exactly what the user asked for
 	// after setup and skip the built-in gateway+TUI convenience flow.
@@ -118,6 +112,15 @@ func (c *Openclaw) Run(model string, args []string) error {
 		return nil
 	}
 
+	if err := c.runChannelSetupPreflight(bin); err != nil {
+		return err
+	}
+	// Keep local pairing scopes up to date before the gateway lifecycle
+	// (restart/start) regardless of channel preflight branch behavior.
+	patchDeviceScopes()
+
+	fmt.Fprintf(os.Stderr, "\n%sStarting your assistant — this may take a moment...%s\n\n", ansiGray, ansiReset)
+
 	token, port := c.gatewayInfo()
 	addr := fmt.Sprintf("localhost:%d", port)
 
@@ -172,6 +175,94 @@ func (c *Openclaw) Run(model string, args []string) error {
 	return nil
 }
 
+// runChannelSetupPreflight prompts users to connect a messaging channel before
+// starting the built-in gateway+TUI flow. In interactive sessions, it loops
+// until a channel is configured, unless the user chooses "Set up later".
+func (c *Openclaw) runChannelSetupPreflight(bin string) error {
+	if !isInteractiveSession() {
+		return nil
+	}
+	// --yes is headless; channel setup spawns an interactive picker we can't
+	// auto-answer, so skip it. Users can run `openclaw channels add` later.
+	if currentLaunchConfirmPolicy.yes {
+		return nil
+	}
+
+	for {
+		if c.channelsConfigured() {
+			return nil
+		}
+
+		fmt.Fprintf(os.Stderr, "\nYour assistant can message you on WhatsApp, Telegram, Discord, and more.\n\n")
+		ok, err := ConfirmPromptWithOptions("Connect a channel (messaging app) now?", ConfirmOptions{
+			YesLabel: "Yes",
+			NoLabel:  "Set up later",
+		})
+		if err != nil {
+			return err
+		}
+		if !ok {
+			return nil
+		}
+
+		cmd := exec.Command(bin, "channels", "add")
+		cmd.Env = openclawEnv()
+		cmd.Stdin = os.Stdin
+		cmd.Stdout = os.Stdout
+		cmd.Stderr = os.Stderr
+		if err := cmd.Run(); err != nil {
+			return windowsHint(fmt.Errorf("openclaw channel setup failed: %w\n\nTry running: %s channels add", err, bin))
+		}
+	}
+}
+
+// channelsConfigured reports whether local OpenClaw config contains at least
+// one meaningfully configured channel entry.
+func (c *Openclaw) channelsConfigured() bool {
+	home, err := os.UserHomeDir()
+	if err != nil {
+		return false
+	}
+
+	for _, path := range []string{
+		filepath.Join(home, ".openclaw", "openclaw.json"),
+		filepath.Join(home, ".clawdbot", "clawdbot.json"),
+	} {
+		data, err := os.ReadFile(path)
+		if err != nil {
+			continue
+		}
+
+		var cfg map[string]any
+		if json.Unmarshal(data, &cfg) != nil {
+			continue
+		}
+
+		channels, _ := cfg["channels"].(map[string]any)
+		if channels == nil {
+			return false
+		}
+
+		for key, value := range channels {
+			if key == "defaults" || key == "modelByChannel" {
+				continue
+			}
+			entry, ok := value.(map[string]any)
+			if !ok {
+				continue
+			}
+			for entryKey := range entry {
+				if entryKey != "enabled" {
+					return true
+				}
+			}
+		}
+		return false
+	}
+
+	return false
+}
+
 // gatewayInfo reads the gateway auth token and port from the OpenClaw config.
 func (c *Openclaw) gatewayInfo() (token string, port int) {
 	port = defaultGatewayPort
@@ -218,12 +309,9 @@ func printOpenclawReady(bin, token string, port int, firstLaunch bool) {
 	if firstLaunch {
 		fmt.Fprintf(os.Stderr, "%s  Quick start:%s\n", ansiBold, ansiReset)
 		fmt.Fprintf(os.Stderr, "%s    /help             see all commands%s\n", ansiGray, ansiReset)
-		fmt.Fprintf(os.Stderr, "%s    %s configure --section channels   connect WhatsApp, Telegram, etc.%s\n", ansiGray, bin, ansiReset)
 		fmt.Fprintf(os.Stderr, "%s    %s skills                         browse and install skills%s\n\n", ansiGray, bin, ansiReset)
 		fmt.Fprintf(os.Stderr, "%s  The OpenClaw gateway is running in the background.%s\n", ansiYellow, ansiReset)
 		fmt.Fprintf(os.Stderr, "%s  Stop it with: %s gateway stop%s\n\n", ansiYellow, bin, ansiReset)
-	} else {
-		fmt.Fprintf(os.Stderr, "%sTip: connect WhatsApp, Telegram, and more with: %s configure --section channels%s\n", ansiGray, bin, ansiReset)
 	}
 }
 
@@ -312,9 +400,10 @@ func (c *Openclaw) onboarded() bool {
 	return lastRunAt != ""
 }
 
-// patchDeviceScopes upgrades the local CLI device's paired scopes to include
-// operator.admin. Only patches the local device, not remote ones.
-// Best-effort: silently returns on any error.
+// patchDeviceScopes upgrades the local CLI device's paired operator scopes so
+// newer gateway auth baselines (approvedScopes) allow launch+TUI reconnects
+// without forcing an interactive re-pair. Only patches the local device,
+// not remote ones. Best-effort: silently returns on any error.
 func patchDeviceScopes() {
 	home, err := os.UserHomeDir()
 	if err != nil {
@@ -350,9 +439,15 @@ func patchDeviceScopes() {
 	}
 
 	changed := patchScopes(dev, "scopes", required)
+	if patchScopes(dev, "approvedScopes", required) {
+		changed = true
+	}
 	if tokens, ok := dev["tokens"].(map[string]any); ok {
-		for _, tok := range tokens {
+		for role, tok := range tokens {
 			if tokenMap, ok := tok.(map[string]any); ok {
+				if !isOperatorToken(role, tokenMap) {
+					continue
+				}
 				if patchScopes(tokenMap, "scopes", required) {
 					changed = true
 				}
@@ -408,6 +503,14 @@ func patchScopes(obj map[string]any, key string, required []string) bool {
 	return added
 }
 
+func isOperatorToken(tokenRole string, token map[string]any) bool {
+	if strings.EqualFold(strings.TrimSpace(tokenRole), "operator") {
+		return true
+	}
+	role, _ := token["role"].(string)
+	return strings.EqualFold(strings.TrimSpace(role), "operator")
+}
+
 // canInstallDaemon reports whether the openclaw daemon can be installed as a
 // background service. Returns false on Linux when systemd is absent (e.g.
 // containers) so that --install-daemon is omitted and the gateway is started
@@ -445,7 +548,7 @@ func ensureOpenclawInstalled() (string, error) {
 		if gitErr != nil {
 			missing = append(missing, "git: https://git-scm.com/")
 		}
-		return "", fmt.Errorf("openclaw is not installed and required dependencies are missing\n\nInstall the following first:\n  %s", strings.Join(missing, "\n  "))
+		return "", fmt.Errorf("OpenClaw is not installed and required dependencies are missing\n\nInstall the following first:\n  %s\n\nThen re-run:\n  ollama launch openclaw", strings.Join(missing, "\n  "))
 	}
 
 	ok, err := ConfirmPrompt("OpenClaw is not installed. Install with npm?")
@@ -631,89 +734,13 @@ func clearSessionModelOverride(primary string) {
 	_ = os.WriteFile(path, out, 0o600)
 }
 
-const (
-	webSearchNpmPackage = "@ollama/openclaw-web-search"
-	webSearchMinVersion = "0.2.1"
-)
-
-// ensureWebSearchPlugin installs the openclaw-web-search extension into the
-// user-level extensions directory (~/.openclaw/extensions/) if it isn't already
-// present, or re-installs if the installed version is older than webSearchMinVersion.
-// Returns true if the extension is available.
-func ensureWebSearchPlugin() bool {
-	home, err := os.UserHomeDir()
-	if err != nil {
-		return false
-	}
-
-	pluginDir := filepath.Join(home, ".openclaw", "extensions", "openclaw-web-search")
-	if webSearchPluginUpToDate(pluginDir) {
-		return true
-	}
-
-	npmBin, err := exec.LookPath("npm")
-	if err != nil {
-		return false
-	}
-
-	if err := os.MkdirAll(pluginDir, 0o755); err != nil {
-		return false
-	}
-
-	// Download the tarball via `npm pack`, extract it flat into the plugin dir.
-	pack := exec.Command(npmBin, "pack", webSearchNpmPackage, "--pack-destination", pluginDir)
-	out, err := pack.Output()
-	if err != nil {
-		fmt.Fprintf(os.Stderr, "%s  Warning: could not download web search plugin: %v%s\n", ansiYellow, err, ansiReset)
-		return false
-	}
-
-	tgzName := strings.TrimSpace(string(out))
-	tgzPath := filepath.Join(pluginDir, tgzName)
-	defer os.Remove(tgzPath)
-
-	tar := exec.Command("tar", "xzf", tgzPath, "--strip-components=1", "-C", pluginDir)
-	if err := tar.Run(); err != nil {
-		fmt.Fprintf(os.Stderr, "%s  Warning: could not extract web search plugin: %v%s\n", ansiYellow, err, ansiReset)
-		return false
-	}
-
-	fmt.Fprintf(os.Stderr, "%s  ✓ Installed web search plugin%s\n", ansiGreen, ansiReset)
-	return true
-}
-
-// webSearchPluginUpToDate returns true if the plugin is installed and its
-// package.json version is >= webSearchMinVersion.
-func webSearchPluginUpToDate(pluginDir string) bool {
-	data, err := os.ReadFile(filepath.Join(pluginDir, "package.json"))
-	if err != nil {
-		return false
-	}
-	var pkg struct {
-		Version string `json:"version"`
-	}
-	if json.Unmarshal(data, &pkg) != nil || pkg.Version == "" {
-		return false
-	}
-	return !versionLessThan(pkg.Version, webSearchMinVersion)
-}
-
-// versionLessThan compares two semver version strings (major.minor.patch).
-// Inputs may omit the "v" prefix; it is added automatically for semver.Compare.
-func versionLessThan(a, b string) bool {
-	if !strings.HasPrefix(a, "v") {
-		a = "v" + a
-	}
-	if !strings.HasPrefix(b, "v") {
-		b = "v" + b
-	}
-	return semver.Compare(a, b) < 0
-}
-
-// registerWebSearchPlugin adds plugins.entries.openclaw-web-search to the OpenClaw
-// config so the gateway activates it on next start. Best-effort; silently returns
-// on any error.
-func registerWebSearchPlugin() {
+// configureOllamaWebSearch keeps launch-managed OpenClaw installs on the
+// bundled Ollama web_search provider. Older launch builds installed an
+// external openclaw-web-search plugin that added custom ollama_web_search and
+// ollama_web_fetch tools. Current OpenClaw versions ship Ollama web_search as
+// the bundled "ollama" plugin instead, so we migrate stale config and ensure
+// fresh installs select the bundled provider.
+func configureOllamaWebSearch() {
 	home, err := os.UserHomeDir()
 	if err != nil {
 		return
@@ -728,6 +755,8 @@ func registerWebSearchPlugin() {
 		return
 	}
 
+	stalePluginConfigured := false
+
 	plugins, _ := config["plugins"].(map[string]any)
 	if plugins == nil {
 		plugins = make(map[string]any)
@@ -736,68 +765,100 @@ func registerWebSearchPlugin() {
 	if entries == nil {
 		entries = make(map[string]any)
 	}
-	entries["openclaw-web-search"] = map[string]any{"enabled": true}
-	plugins["entries"] = entries
-
-	// Pin trust so the gateway doesn't warn about untracked plugins.
-	allow, _ := plugins["allow"].([]any)
-	hasAllow := false
-	for _, v := range allow {
-		if s, ok := v.(string); ok && s == "openclaw-web-search" {
-			hasAllow = true
-			break
-		}
-	}
-	if !hasAllow {
-		allow = append(allow, "openclaw-web-search")
-	}
-	plugins["allow"] = allow
-
-	// Record install provenance so the loader can verify the plugin origin.
-	installs, _ := plugins["installs"].(map[string]any)
-	if installs == nil {
-		installs = make(map[string]any)
-	}
-	pluginDir := filepath.Join(home, ".openclaw", "extensions", "openclaw-web-search")
-	installs["openclaw-web-search"] = map[string]any{
-		"source":      "npm",
-		"spec":        webSearchNpmPackage,
-		"installPath": pluginDir,
-	}
-	plugins["installs"] = installs
-
-	config["plugins"] = plugins
-
-	// Add plugin tools to tools.alsoAllow so they survive the coding profile's
-	// policy pipeline (which has an explicit allow list of core tools only).
 	tools, _ := config["tools"].(map[string]any)
 	if tools == nil {
 		tools = make(map[string]any)
 	}
-
-	alsoAllow, _ := tools["alsoAllow"].([]any)
-	needed := []string{"ollama_web_search", "ollama_web_fetch"}
-	have := make(map[string]bool, len(alsoAllow))
-	for _, v := range alsoAllow {
-		if s, ok := v.(string); ok {
-			have[s] = true
-		}
-	}
-	for _, name := range needed {
-		if !have[name] {
-			alsoAllow = append(alsoAllow, name)
-		}
-	}
-	tools["alsoAllow"] = alsoAllow
-
-	// Disable built-in web search/fetch since our plugin replaces them.
 	web, _ := tools["web"].(map[string]any)
 	if web == nil {
 		web = make(map[string]any)
 	}
-	web["search"] = map[string]any{"enabled": false}
-	web["fetch"] = map[string]any{"enabled": false}
+	search, _ := web["search"].(map[string]any)
+	if search == nil {
+		search = make(map[string]any)
+	}
+	fetch, _ := web["fetch"].(map[string]any)
+	if fetch == nil {
+		fetch = make(map[string]any)
+	}
+
+	alsoAllow, _ := tools["alsoAllow"].([]any)
+	var filteredAlsoAllow []any
+	for _, v := range alsoAllow {
+		s, ok := v.(string)
+		if !ok {
+			filteredAlsoAllow = append(filteredAlsoAllow, v)
+			continue
+		}
+		if s == "ollama_web_search" || s == "ollama_web_fetch" {
+			stalePluginConfigured = true
+			continue
+		}
+		filteredAlsoAllow = append(filteredAlsoAllow, v)
+	}
+	if len(filteredAlsoAllow) > 0 {
+		tools["alsoAllow"] = filteredAlsoAllow
+	} else {
+		delete(tools, "alsoAllow")
+	}
+
+	if _, ok := entries["openclaw-web-search"]; ok {
+		delete(entries, "openclaw-web-search")
+		stalePluginConfigured = true
+	}
+	ollamaEntry, _ := entries["ollama"].(map[string]any)
+	if ollamaEntry == nil {
+		ollamaEntry = make(map[string]any)
+	}
+	ollamaEntry["enabled"] = true
+	entries["ollama"] = ollamaEntry
+	plugins["entries"] = entries
+
+	if allow, ok := plugins["allow"].([]any); ok {
+		var nextAllow []any
+		hasOllama := false
+		for _, v := range allow {
+			s, ok := v.(string)
+			if ok && s == "openclaw-web-search" {
+				stalePluginConfigured = true
+				continue
+			}
+			if ok && s == "ollama" {
+				hasOllama = true
+			}
+			nextAllow = append(nextAllow, v)
+		}
+		if !hasOllama {
+			nextAllow = append(nextAllow, "ollama")
+		}
+		plugins["allow"] = nextAllow
+	}
+
+	if installs, ok := plugins["installs"].(map[string]any); ok {
+		if _, exists := installs["openclaw-web-search"]; exists {
+			delete(installs, "openclaw-web-search")
+			stalePluginConfigured = true
+		}
+		if len(installs) > 0 {
+			plugins["installs"] = installs
+		} else {
+			delete(plugins, "installs")
+		}
+	}
+
+	if stalePluginConfigured || search["provider"] == nil {
+		search["provider"] = "ollama"
+	}
+	if stalePluginConfigured {
+		fetch["enabled"] = true
+	}
+	search["enabled"] = true
+	web["search"] = search
+	if len(fetch) > 0 {
+		web["fetch"] = fetch
+	}
 	tools["web"] = web
+	config["plugins"] = plugins
 	config["tools"] = tools
 
 	out, err := json.MarshalIndent(config, "", "  ")

cmd/launch/opencode.go

@@ -3,50 +3,101 @@ package launch
 import (
 	"encoding/json"
 	"fmt"
-	"maps"
 	"os"
 	"os/exec"
 	"path/filepath"
+	"runtime"
 	"slices"
-	"strings"
 
 	"github.com/ollama/ollama/cmd/internal/fileutil"
 	"github.com/ollama/ollama/envconfig"
 )
 
-// OpenCode implements Runner and Editor for OpenCode integration
-type OpenCode struct{}
+// OpenCode implements Runner and Editor for OpenCode integration.
+// Config is passed via OPENCODE_CONFIG_CONTENT env var at launch time
+// instead of writing to opencode's config files.
+type OpenCode struct {
+	configContent string // JSON config built by Edit, passed to Run via env var
+}
 
 func (o *OpenCode) String() string { return "OpenCode" }
 
+// findOpenCode returns the opencode binary path, checking PATH first then the
+// curl installer location (~/.opencode/bin) which may not be on PATH yet.
+func findOpenCode() (string, bool) {
+	if p, err := exec.LookPath("opencode"); err == nil {
+		return p, true
+	}
+	home, err := os.UserHomeDir()
+	if err != nil {
+		return "", false
+	}
+	name := "opencode"
+	if runtime.GOOS == "windows" {
+		name = "opencode.exe"
+	}
+	fallback := filepath.Join(home, ".opencode", "bin", name)
+	if _, err := os.Stat(fallback); err == nil {
+		return fallback, true
+	}
+	return "", false
+}
+
 func (o *OpenCode) Run(model string, args []string) error {
-	if _, err := exec.LookPath("opencode"); err != nil {
+	opencodePath, ok := findOpenCode()
+	if !ok {
 		return fmt.Errorf("opencode is not installed, install from https://opencode.ai")
 	}
 
-	cmd := exec.Command("opencode", args...)
+	cmd := exec.Command(opencodePath, args...)
 	cmd.Stdin = os.Stdin
 	cmd.Stdout = os.Stdout
 	cmd.Stderr = os.Stderr
+	cmd.Env = os.Environ()
+	if content := o.resolveContent(model); content != "" {
+		cmd.Env = append(cmd.Env, "OPENCODE_CONFIG_CONTENT="+content)
+	}
 	return cmd.Run()
 }
 
+// resolveContent returns the inline config to send via OPENCODE_CONFIG_CONTENT.
+// Returns content built by Edit if available, otherwise builds from model.json
+// with the requested model as primary (e.g. re-launch with saved config).
+func (o *OpenCode) resolveContent(model string) string {
+	if o.configContent != "" {
+		return o.configContent
+	}
+	models := readModelJSONModels()
+	if !slices.Contains(models, model) {
+		models = append([]string{model}, models...)
+	}
+	content, err := buildInlineConfig(model, models)
+	if err != nil {
+		return ""
+	}
+	return content
+}
+
 func (o *OpenCode) Paths() []string {
-	home, err := os.UserHomeDir()
+	sp, err := openCodeStatePath()
 	if err != nil {
 		return nil
 	}
-
-	var paths []string
-	p := filepath.Join(home, ".config", "opencode", "opencode.json")
-	if _, err := os.Stat(p); err == nil {
-		paths = append(paths, p)
-	}
-	sp := filepath.Join(home, ".local", "state", "opencode", "model.json")
 	if _, err := os.Stat(sp); err == nil {
-		paths = append(paths, sp)
+		return []string{sp}
 	}
-	return paths
+	return nil
+}
+
+// openCodeStatePath returns the path to opencode's model state file.
+// TODO: this hardcodes the Linux/macOS XDG path. On Windows, opencode stores
+// state under %LOCALAPPDATA% (or similar) — verify and branch on runtime.GOOS.
+func openCodeStatePath() (string, error) {
+	home, err := os.UserHomeDir()
+	if err != nil {
+		return "", err
+	}
+	return filepath.Join(home, ".local", "state", "opencode", "model.json"), nil
 }
 
 func (o *OpenCode) Edit(modelList []string) error {
@@ -54,110 +105,17 @@ func (o *OpenCode) Edit(modelList []string) error {
 		return nil
 	}
 
-	home, err := os.UserHomeDir()
+	content, err := buildInlineConfig(modelList[0], modelList)
 	if err != nil {
 		return err
 	}
+	o.configContent = content
 
-	configPath := filepath.Join(home, ".config", "opencode", "opencode.json")
-	if err := os.MkdirAll(filepath.Dir(configPath), 0o755); err != nil {
-		return err
-	}
-
-	config := make(map[string]any)
-	if data, err := os.ReadFile(configPath); err == nil {
-		_ = json.Unmarshal(data, &config) // Ignore parse errors; treat missing/corrupt files as empty
-	}
-
-	config["$schema"] = "https://opencode.ai/config.json"
-
-	provider, ok := config["provider"].(map[string]any)
-	if !ok {
-		provider = make(map[string]any)
-	}
-
-	ollama, ok := provider["ollama"].(map[string]any)
-	if !ok {
-		ollama = map[string]any{
-			"npm":  "@ai-sdk/openai-compatible",
-			"name": "Ollama",
-			"options": map[string]any{
-				"baseURL": envconfig.Host().String() + "/v1",
-			},
-		}
-	}
-
-	// Migrate legacy provider name
-	if name, _ := ollama["name"].(string); name == "Ollama (local)" {
-		ollama["name"] = "Ollama"
-	}
-
-	models, ok := ollama["models"].(map[string]any)
-	if !ok {
-		models = make(map[string]any)
-	}
-
-	selectedSet := make(map[string]bool)
-	for _, m := range modelList {
-		selectedSet[m] = true
-	}
-
-	for name, cfg := range models {
-		if cfgMap, ok := cfg.(map[string]any); ok {
-			if isOllamaModel(cfgMap) && !selectedSet[name] {
-				delete(models, name)
-			}
-		}
-	}
-
-	for _, model := range modelList {
-		if existing, ok := models[model].(map[string]any); ok {
-			// migrate existing models without _launch marker
-			if isOllamaModel(existing) {
-				existing["_launch"] = true
-				if name, ok := existing["name"].(string); ok {
-					existing["name"] = strings.TrimSuffix(name, " [Ollama]")
-				}
-			}
-			if isCloudModelName(model) {
-				if l, ok := lookupCloudModelLimit(model); ok {
-					existing["limit"] = map[string]any{
-						"context": l.Context,
-						"output":  l.Output,
-					}
-				}
-			}
-			continue
-		}
-		entry := map[string]any{
-			"name":    model,
-			"_launch": true,
-		}
-		if isCloudModelName(model) {
-			if l, ok := lookupCloudModelLimit(model); ok {
-				entry["limit"] = map[string]any{
-					"context": l.Context,
-					"output":  l.Output,
-				}
-			}
-		}
-		models[model] = entry
-	}
-
-	ollama["models"] = models
-	provider["ollama"] = ollama
-	config["provider"] = provider
-	config["model"] = "ollama/" + modelList[0]
-
-	configData, err := json.MarshalIndent(config, "", "  ")
+	// Write model state file so models appear in OpenCode's model picker
+	statePath, err := openCodeStatePath()
 	if err != nil {
 		return err
 	}
-	if err := fileutil.WriteWithBackup(configPath, configData); err != nil {
-		return err
-	}
-
-	statePath := filepath.Join(home, ".local", "state", "opencode", "model.json")
 	if err := os.MkdirAll(filepath.Dir(statePath), 0o755); err != nil {
 		return err
 	}
@@ -209,33 +167,82 @@ func (o *OpenCode) Edit(modelList []string) error {
 }
 
 func (o *OpenCode) Models() []string {
-	home, err := os.UserHomeDir()
-	if err != nil {
-		return nil
-	}
-	config, err := fileutil.ReadJSON(filepath.Join(home, ".config", "opencode", "opencode.json"))
-	if err != nil {
-		return nil
-	}
-	provider, _ := config["provider"].(map[string]any)
-	ollama, _ := provider["ollama"].(map[string]any)
-	models, _ := ollama["models"].(map[string]any)
-	if len(models) == 0 {
-		return nil
-	}
-	keys := slices.Collect(maps.Keys(models))
-	slices.Sort(keys)
-	return keys
+	return nil
 }
 
-// isOllamaModel reports whether a model config entry is managed by us
-func isOllamaModel(cfg map[string]any) bool {
-	if v, ok := cfg["_launch"].(bool); ok && v {
-		return true
+// buildInlineConfig produces the JSON string for OPENCODE_CONFIG_CONTENT.
+// primary is the model to launch with, models is the full list of available models.
+func buildInlineConfig(primary string, models []string) (string, error) {
+	if primary == "" || len(models) == 0 {
+		return "", fmt.Errorf("buildInlineConfig: primary and models are required")
 	}
-	// previously used [Ollama] as a suffix for the model managed by ollama launch
-	if name, ok := cfg["name"].(string); ok {
-		return strings.HasSuffix(name, "[Ollama]")
+	config := map[string]any{
+		"$schema": "https://opencode.ai/config.json",
+		"provider": map[string]any{
+			"ollama": map[string]any{
+				"npm":  "@ai-sdk/openai-compatible",
+				"name": "Ollama",
+				"options": map[string]any{
+					"baseURL": envconfig.Host().String() + "/v1",
+				},
+				"models": buildModelEntries(models),
+			},
+		},
+		"model": "ollama/" + primary,
 	}
-	return false
+	data, err := json.Marshal(config)
+	if err != nil {
+		return "", err
+	}
+	return string(data), nil
+}
+
+// readModelJSONModels reads ollama model IDs from the opencode model.json state file
+func readModelJSONModels() []string {
+	statePath, err := openCodeStatePath()
+	if err != nil {
+		return nil
+	}
+	data, err := os.ReadFile(statePath)
+	if err != nil {
+		return nil
+	}
+	var state map[string]any
+	if err := json.Unmarshal(data, &state); err != nil {
+		return nil
+	}
+	recent, _ := state["recent"].([]any)
+	var models []string
+	for _, entry := range recent {
+		e, ok := entry.(map[string]any)
+		if !ok {
+			continue
+		}
+		if e["providerID"] != "ollama" {
+			continue
+		}
+		if id, ok := e["modelID"].(string); ok && id != "" {
+			models = append(models, id)
+		}
+	}
+	return models
+}
+
+func buildModelEntries(modelList []string) map[string]any {
+	models := make(map[string]any)
+	for _, model := range modelList {
+		entry := map[string]any{
+			"name": model,
+		}
+		if isCloudModelName(model) {
+			if l, ok := lookupCloudModelLimit(model); ok {
+				entry["limit"] = map[string]any{
+					"context": l.Context,
+					"output":  l.Output,
+				}
+			}
+		}
+		models[model] = entry
+	}
+	return models
 }

cmd/launch/pi.go

@@ -53,7 +53,7 @@ func (p *Pi) Run(model string, args []string) error {
 
 func ensureNpmInstalled() error {
 	if _, err := exec.LookPath("npm"); err != nil {
-		return fmt.Errorf("npm (Node.js) is required to launch pi\n\nInstall it first:\n  https://nodejs.org/")
+		return fmt.Errorf("npm (Node.js) is required to launch pi\n\nInstall it first:\n  https://nodejs.org/\n\nThen re-run:\n  ollama launch pi")
 	}
 	return nil
 }
@@ -64,7 +64,7 @@ func ensurePiInstalled() (string, error) {
 	}
 
 	if _, err := exec.LookPath("npm"); err != nil {
-		return "", fmt.Errorf("pi is not installed and required dependencies are missing\n\nInstall the following first:\n  npm (Node.js): https://nodejs.org/")
+		return "", fmt.Errorf("pi is not installed and required dependencies are missing\n\nInstall the following first:\n  npm (Node.js): https://nodejs.org/\n\nThen re-run:\n  ollama launch pi")
 	}
 
 	ok, err := ConfirmPrompt("Pi is not installed. Install with npm?")

cmd/launch/pi_test.go

@@ -80,7 +80,9 @@ exit 0
 	withConfirm := func(t *testing.T, fn func(prompt string) (bool, error)) {
 		t.Helper()
 		oldConfirm := DefaultConfirmPrompt
-		DefaultConfirmPrompt = fn
+		DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
+			return fn(prompt)
+		}
 		t.Cleanup(func() { DefaultConfirmPrompt = oldConfirm })
 	}
 

cmd/launch/registry.go

@@ -33,7 +33,7 @@ type IntegrationInfo struct {
 	Description string
 }
 
-var launcherIntegrationOrder = []string{"opencode", "droid", "pi"}
+var launcherIntegrationOrder = []string{"openclaw", "claude", "opencode", "hermes", "codex", "copilot", "droid", "pi"}
 
 var integrationSpecs = []*IntegrationSpec{
 	{
@@ -74,6 +74,36 @@ var integrationSpecs = []*IntegrationSpec{
 			Command: []string{"npm", "install", "-g", "@openai/codex"},
 		},
 	},
+	{
+		Name:        "kimi",
+		Runner:      &Kimi{},
+		Description: "Moonshot's coding agent for terminal and IDEs",
+		Hidden:      true,
+		Install: IntegrationInstallSpec{
+			CheckInstalled: func() bool {
+				_, err := exec.LookPath("kimi")
+				return err == nil
+			},
+			EnsureInstalled: func() error {
+				_, err := ensureKimiInstalled()
+				return err
+			},
+			URL: "https://moonshotai.github.io/kimi-cli/en/guides/getting-started.html",
+		},
+	},
+	{
+		Name:        "copilot",
+		Runner:      &Copilot{},
+		Aliases:     []string{"copilot-cli"},
+		Description: "GitHub's AI coding agent for the terminal",
+		Install: IntegrationInstallSpec{
+			CheckInstalled: func() bool {
+				_, err := (&Copilot{}).findPath()
+				return err == nil
+			},
+			URL: "https://github.com/features/copilot/cli/",
+		},
+	},
 	{
 		Name:        "droid",
 		Runner:      &Droid{},
@@ -92,8 +122,8 @@ var integrationSpecs = []*IntegrationSpec{
 		Description: "Anomaly's open-source coding agent",
 		Install: IntegrationInstallSpec{
 			CheckInstalled: func() bool {
-				_, err := exec.LookPath("opencode")
-				return err == nil
+				_, ok := findOpenCode()
+				return ok
 			},
 			URL: "https://opencode.ai",
 		},
@@ -136,6 +166,20 @@ var integrationSpecs = []*IntegrationSpec{
 			Command: []string{"npm", "install", "-g", "@mariozechner/pi-coding-agent@latest"},
 		},
 	},
+	{
+		Name:        "hermes",
+		Runner:      &Hermes{},
+		Description: "Self-improving AI agent built by Nous Research",
+		Install: IntegrationInstallSpec{
+			CheckInstalled: func() bool {
+				return (&Hermes{}).installed()
+			},
+			EnsureInstalled: func() error {
+				return (&Hermes{}).ensureInstalled()
+			},
+			URL: "https://hermes-agent.nousresearch.com/docs/getting-started/installation/",
+		},
+	},
 	{
 		Name:        "vscode",
 		Runner:      &VSCode{},
@@ -255,10 +299,10 @@ func ListVisibleIntegrationSpecs() []IntegrationSpec {
 			return aRank - bRank
 		}
 		if aRank > 0 {
-			return 1
+			return -1
 		}
 		if bRank > 0 {
-			return -1
+			return 1
 		}
 		return strings.Compare(a.Name, b.Name)
 	})

cmd/launch/runner_exec_only_test.go

@@ -26,7 +26,7 @@ func TestEditorRunsDoNotRewriteConfig(t *testing.T) {
 			binary: "opencode",
 			runner: &OpenCode{},
 			checkPath: func(home string) string {
-				return filepath.Join(home, ".config", "opencode", "opencode.json")
+				return filepath.Join(home, ".local", "state", "opencode", "model.json")
 			},
 		},
 		{
@@ -45,6 +45,14 @@ func TestEditorRunsDoNotRewriteConfig(t *testing.T) {
 				return filepath.Join(home, ".pi", "agent", "models.json")
 			},
 		},
+		{
+			name:   "kimi",
+			binary: "kimi",
+			runner: &Kimi{},
+			checkPath: func(home string) string {
+				return filepath.Join(home, ".kimi", "config.toml")
+			},
+		},
 	}
 
 	for _, tt := range tests {
@@ -57,6 +65,10 @@ func TestEditorRunsDoNotRewriteConfig(t *testing.T) {
 			if tt.name == "pi" {
 				writeFakeBinary(t, binDir, "npm")
 			}
+			if tt.name == "kimi" {
+				writeFakeBinary(t, binDir, "curl")
+				writeFakeBinary(t, binDir, "bash")
+			}
 			t.Setenv("PATH", binDir)
 
 			configPath := tt.checkPath(home)

cmd/launch/selector_hooks.go

@@ -25,7 +25,13 @@ var errCancelled = ErrCancelled
 
 // DefaultConfirmPrompt provides a TUI-based confirmation prompt.
 // When set, ConfirmPrompt delegates to it instead of using raw terminal I/O.
-var DefaultConfirmPrompt func(prompt string) (bool, error)
+var DefaultConfirmPrompt func(prompt string, options ConfirmOptions) (bool, error)
+
+// ConfirmOptions customizes labels for confirmation prompts.
+type ConfirmOptions struct {
+	YesLabel string
+	NoLabel  string
+}
 
 // SingleSelector is a function type for single item selection.
 // current is the name of the previously selected item to highlight; empty means no pre-selection.
@@ -65,6 +71,12 @@ func withLaunchConfirmPolicy(policy launchConfirmPolicy) func() {
 // Behavior is controlled by currentLaunchConfirmPolicy, typically scoped by
 // withLaunchConfirmPolicy in LaunchCmd (e.g. auto-approve with --yes).
 func ConfirmPrompt(prompt string) (bool, error) {
+	return ConfirmPromptWithOptions(prompt, ConfirmOptions{})
+}
+
+// ConfirmPromptWithOptions is the shared confirmation gate for launch flows
+// that need custom yes/no labels in interactive UIs.
+func ConfirmPromptWithOptions(prompt string, options ConfirmOptions) (bool, error) {
 	if currentLaunchConfirmPolicy.yes {
 		return true, nil
 	}
@@ -73,7 +85,7 @@ func ConfirmPrompt(prompt string) (bool, error) {
 	}
 
 	if DefaultConfirmPrompt != nil {
-		return DefaultConfirmPrompt(prompt)
+		return DefaultConfirmPrompt(prompt, options)
 	}
 
 	fd := int(os.Stdin.Fd())

cmd/launch/selector_test.go

@@ -29,7 +29,7 @@ func TestWithLaunchConfirmPolicy_ScopesAndRestores(t *testing.T) {
 
 	currentLaunchConfirmPolicy = launchConfirmPolicy{}
 	var hookCalls int
-	DefaultConfirmPrompt = func(prompt string) (bool, error) {
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
 		hookCalls++
 		return true, nil
 	}
@@ -74,3 +74,39 @@ func TestWithLaunchConfirmPolicy_ScopesAndRestores(t *testing.T) {
 		t.Fatalf("expected one hook call after restore, got %d", hookCalls)
 	}
 }
+
+func TestConfirmPromptWithOptions_DelegatesToOptionsHook(t *testing.T) {
+	oldPolicy := currentLaunchConfirmPolicy
+	oldHook := DefaultConfirmPrompt
+	t.Cleanup(func() {
+		currentLaunchConfirmPolicy = oldPolicy
+		DefaultConfirmPrompt = oldHook
+	})
+
+	currentLaunchConfirmPolicy = launchConfirmPolicy{}
+	called := false
+	DefaultConfirmPrompt = func(prompt string, options ConfirmOptions) (bool, error) {
+		called = true
+		if prompt != "Connect now?" {
+			t.Fatalf("unexpected prompt: %q", prompt)
+		}
+		if options.YesLabel != "Yes" || options.NoLabel != "Set up later" {
+			t.Fatalf("unexpected options: %+v", options)
+		}
+		return true, nil
+	}
+
+	ok, err := ConfirmPromptWithOptions("Connect now?", ConfirmOptions{
+		YesLabel: "Yes",
+		NoLabel:  "Set up later",
+	})
+	if err != nil {
+		t.Fatalf("ConfirmPromptWithOptions() error = %v", err)
+	}
+	if !ok {
+		t.Fatal("expected confirm to return true")
+	}
+	if !called {
+		t.Fatal("expected options hook to be called")
+	}
+}

cmd/tui/confirm.go

@@ -5,6 +5,7 @@ import (
 
 	tea "github.com/charmbracelet/bubbletea"
 	"github.com/charmbracelet/lipgloss"
+	"github.com/ollama/ollama/cmd/launch"
 )
 
 var (
@@ -18,12 +19,16 @@ var (
 
 type confirmModel struct {
 	prompt    string
+	yesLabel  string
+	noLabel   string
 	yes       bool
 	confirmed bool
 	cancelled bool
 	width     int
 }
 
+type ConfirmOptions = launch.ConfirmOptions
+
 func (m confirmModel) Init() tea.Cmd {
 	return nil
 }
@@ -40,22 +45,16 @@ func (m confirmModel) Update(msg tea.Msg) (tea.Model, tea.Cmd) {
 
 	case tea.KeyMsg:
 		switch msg.String() {
-		case "ctrl+c", "esc", "n":
+		case "ctrl+c", "esc":
 			m.cancelled = true
 			return m, tea.Quit
-		case "y":
-			m.yes = true
-			m.confirmed = true
-			return m, tea.Quit
 		case "enter":
 			m.confirmed = true
 			return m, tea.Quit
-		case "left", "h":
+		case "left":
 			m.yes = true
-		case "right", "l":
+		case "right":
 			m.yes = false
-		case "tab":
-			m.yes = !m.yes
 		}
 	}
 
@@ -68,12 +67,20 @@ func (m confirmModel) View() string {
 	}
 
 	var yesBtn, noBtn string
+	yesLabel := m.yesLabel
+	if yesLabel == "" {
+		yesLabel = "Yes"
+	}
+	noLabel := m.noLabel
+	if noLabel == "" {
+		noLabel = "No"
+	}
 	if m.yes {
-		yesBtn = confirmActiveStyle.Render(" Yes ")
-		noBtn = confirmInactiveStyle.Render(" No ")
+		yesBtn = confirmActiveStyle.Render(" " + yesLabel + " ")
+		noBtn = confirmInactiveStyle.Render(" " + noLabel + " ")
 	} else {
-		yesBtn = confirmInactiveStyle.Render(" Yes ")
-		noBtn = confirmActiveStyle.Render(" No ")
+		yesBtn = confirmInactiveStyle.Render(" " + yesLabel + " ")
+		noBtn = confirmActiveStyle.Render(" " + noLabel + " ")
 	}
 
 	s := selectorTitleStyle.Render(m.prompt) + "\n\n"
@@ -89,9 +96,26 @@ func (m confirmModel) View() string {
 // RunConfirm shows a bubbletea yes/no confirmation prompt.
 // Returns true if the user confirmed, false if cancelled.
 func RunConfirm(prompt string) (bool, error) {
+	return RunConfirmWithOptions(prompt, ConfirmOptions{})
+}
+
+// RunConfirmWithOptions shows a bubbletea yes/no confirmation prompt with
+// optional custom button labels.
+func RunConfirmWithOptions(prompt string, options ConfirmOptions) (bool, error) {
+	yesLabel := options.YesLabel
+	if yesLabel == "" {
+		yesLabel = "Yes"
+	}
+	noLabel := options.NoLabel
+	if noLabel == "" {
+		noLabel = "No"
+	}
+
 	m := confirmModel{
-		prompt: prompt,
-		yes:    true, // default to yes
+		prompt:   prompt,
+		yesLabel: yesLabel,
+		noLabel:  noLabel,
+		yes:      true, // default to yes
 	}
 
 	p := tea.NewProgram(m)

cmd/tui/confirm_test.go

@@ -33,6 +33,22 @@ func TestConfirmModel_View_ContainsButtons(t *testing.T) {
 	}
 }
 
+func TestConfirmModel_View_ContainsCustomButtons(t *testing.T) {
+	m := confirmModel{
+		prompt:   "Connect a messaging app now?",
+		yesLabel: "Yes",
+		noLabel:  "Set up later",
+		yes:      true,
+	}
+	got := m.View()
+	if !strings.Contains(got, "Yes") {
+		t.Error("should contain custom yes button")
+	}
+	if !strings.Contains(got, "Set up later") {
+		t.Error("should contain custom no button")
+	}
+}
+
 func TestConfirmModel_View_ContainsHelp(t *testing.T) {
 	m := confirmModel{prompt: "Download?", yes: true}
 	got := m.View()
@@ -109,30 +125,33 @@ func TestConfirmModel_CtrlCCancels(t *testing.T) {
 	}
 }
 
-func TestConfirmModel_NCancels(t *testing.T) {
+func TestConfirmModel_NDoesNothing(t *testing.T) {
 	m := confirmModel{prompt: "Download?", yes: true}
 	updated, cmd := m.Update(tea.KeyMsg{Type: tea.KeyRunes, Runes: []rune{'n'}})
 	fm := updated.(confirmModel)
-	if !fm.cancelled {
-		t.Error("'n' should set cancelled=true")
+	if fm.cancelled {
+		t.Error("'n' should not cancel")
 	}
-	if cmd == nil {
-		t.Error("'n' should return tea.Quit")
+	if fm.confirmed {
+		t.Error("'n' should not confirm")
+	}
+	if cmd != nil {
+		t.Error("'n' should not quit")
 	}
 }
 
-func TestConfirmModel_YConfirmsYes(t *testing.T) {
+func TestConfirmModel_YDoesNothing(t *testing.T) {
 	m := confirmModel{prompt: "Download?", yes: false}
 	updated, cmd := m.Update(tea.KeyMsg{Type: tea.KeyRunes, Runes: []rune{'y'}})
 	fm := updated.(confirmModel)
-	if !fm.confirmed {
-		t.Error("'y' should set confirmed=true")
+	if fm.confirmed {
+		t.Error("'y' should not confirm")
 	}
-	if !fm.yes {
-		t.Error("'y' should set yes=true")
+	if fm.yes {
+		t.Error("'y' should not change selection")
 	}
-	if cmd == nil {
-		t.Error("'y' should return tea.Quit")
+	if cmd != nil {
+		t.Error("'y' should not quit")
 	}
 }
 
@@ -140,36 +159,33 @@ func TestConfirmModel_ArrowKeysNavigate(t *testing.T) {
 	m := confirmModel{prompt: "Download?", yes: true}
 
 	// Right moves to No
-	updated, _ := m.Update(tea.KeyMsg{Type: tea.KeyRunes, Runes: []rune{'l'}})
+	updated, _ := m.Update(tea.KeyMsg{Type: tea.KeyRight})
 	fm := updated.(confirmModel)
 	if fm.yes {
-		t.Error("right/l should move to No")
+		t.Error("right should move to No")
 	}
 	if fm.confirmed || fm.cancelled {
 		t.Error("navigation should not confirm or cancel")
 	}
 
 	// Left moves back to Yes
-	updated, _ = fm.Update(tea.KeyMsg{Type: tea.KeyRunes, Runes: []rune{'h'}})
+	updated, _ = fm.Update(tea.KeyMsg{Type: tea.KeyLeft})
 	fm = updated.(confirmModel)
 	if !fm.yes {
-		t.Error("left/h should move to Yes")
+		t.Error("left should move to Yes")
 	}
 }
 
-func TestConfirmModel_TabToggles(t *testing.T) {
+func TestConfirmModel_TabDoesNothing(t *testing.T) {
 	m := confirmModel{prompt: "Download?", yes: true}
 
 	updated, _ := m.Update(tea.KeyMsg{Type: tea.KeyTab})
 	fm := updated.(confirmModel)
-	if fm.yes {
-		t.Error("tab should toggle from Yes to No")
-	}
-
-	updated, _ = fm.Update(tea.KeyMsg{Type: tea.KeyTab})
-	fm = updated.(confirmModel)
 	if !fm.yes {
-		t.Error("tab should toggle from No to Yes")
+		t.Error("tab should not change selection")
+	}
+	if fm.confirmed || fm.cancelled {
+		t.Error("tab should not confirm or cancel")
 	}
 }
 

cmd/tui/selector.go

@@ -1,7 +1,6 @@
 package tui
 
 import (
-	"errors"
 	"fmt"
 	"strings"
 
@@ -56,7 +55,7 @@ var (
 const maxSelectorItems = 10
 
 // ErrCancelled is returned when the user cancels the selection.
-var ErrCancelled = errors.New("cancelled")
+var ErrCancelled = launch.ErrCancelled
 
 type SelectItem struct {
 	Name        string
@@ -817,14 +816,18 @@ func (m multiSelectorModel) View() string {
 
 	s.WriteString("\n")
 
+	count := m.selectedCount()
 	if !m.multi {
+		if count > 0 {
+			s.WriteString(sectionHeaderStyle.Render(fmt.Sprintf("%d models selected - press tab to edit", count)))
+			s.WriteString("\n\n")
+		}
 		s.WriteString(selectorHelpStyle.Render("↑/↓ navigate • enter select • tab add multiple • ← back"))
 	} else {
-		count := m.selectedCount()
 		if count == 0 {
-			s.WriteString(selectorDescStyle.Render("  Select at least one model."))
+			s.WriteString(sectionHeaderStyle.Render("Select at least one model."))
 		} else {
-			s.WriteString(selectorDescStyle.Render(fmt.Sprintf("  %d selected - press enter to continue", count)))
+			s.WriteString(sectionHeaderStyle.Render(fmt.Sprintf("%d models selected - press enter to continue", count)))
 		}
 		s.WriteString("\n\n")
 		s.WriteString(selectorHelpStyle.Render("↑/↓ navigate • space toggle • tab select single • enter confirm • ← back"))

cmd/tui/tui.go

@@ -45,21 +45,12 @@ type menuItem struct {
 	isOthers    bool
 }
 
-var mainMenuItems = []menuItem{
-	{
-		title:       "Chat with a model",
-		description: "Start an interactive chat with a model",
-		isRunModel:  true,
-	},
-	{
-		integration: "claude",
-	},
-	{
-		integration: "codex",
-	},
-	{
-		integration: "openclaw",
-	},
+const pinnedIntegrationCount = 3
+
+var runModelMenuItem = menuItem{
+	title:       "Chat with a model",
+	description: "Start an interactive chat with a model",
+	isRunModel:  true,
 }
 
 var othersMenuItem = menuItem{
@@ -102,20 +93,14 @@ func shouldExpandOthers(state *launch.LauncherState) bool {
 }
 
 func buildMenuItems(state *launch.LauncherState, showOthers bool) []menuItem {
-	items := make([]menuItem, 0, len(mainMenuItems)+1)
-	for _, item := range mainMenuItems {
-		if item.integration == "" {
-			items = append(items, item)
-			continue
-		}
-		if integrationState, ok := state.Integrations[item.integration]; ok {
-			items = append(items, integrationMenuItem(integrationState))
-		}
-	}
+	items := []menuItem{runModelMenuItem}
+	items = append(items, pinnedIntegrationItems(state)...)
 
-	if showOthers {
-		items = append(items, otherIntegrationItems(state)...)
-	} else {
+	otherItems := otherIntegrationItems(state)
+	switch {
+	case showOthers:
+		items = append(items, otherItems...)
+	case len(otherItems) > 0:
 		items = append(items, othersMenuItem)
 	}
 
@@ -135,17 +120,28 @@ func integrationMenuItem(state launch.LauncherIntegrationState) menuItem {
 }
 
 func otherIntegrationItems(state *launch.LauncherState) []menuItem {
-	pinned := map[string]bool{
-		"claude":   true,
-		"codex":    true,
-		"openclaw": true,
+	ordered := orderedIntegrationItems(state)
+	if len(ordered) <= pinnedIntegrationCount {
+		return nil
+	}
+	return ordered[pinnedIntegrationCount:]
+}
+
+func pinnedIntegrationItems(state *launch.LauncherState) []menuItem {
+	ordered := orderedIntegrationItems(state)
+	if len(ordered) <= pinnedIntegrationCount {
+		return ordered
+	}
+	return ordered[:pinnedIntegrationCount]
+}
+
+func orderedIntegrationItems(state *launch.LauncherState) []menuItem {
+	if state == nil {
+		return nil
 	}
 
-	var items []menuItem
+	items := make([]menuItem, 0, len(state.Integrations))
 	for _, info := range launch.ListIntegrationInfos() {
-		if pinned[info.Name] {
-			continue
-		}
 		integrationState, ok := state.Integrations[info.Name]
 		if !ok {
 			continue
@@ -155,6 +151,10 @@ func otherIntegrationItems(state *launch.LauncherState) []menuItem {
 	return items
 }
 
+func primaryMenuItemCount(state *launch.LauncherState) int {
+	return 1 + len(pinnedIntegrationItems(state))
+}
+
 func initialCursor(state *launch.LauncherState, items []menuItem) int {
 	if state == nil || state.LastSelection == "" {
 		return 0
@@ -190,7 +190,7 @@ func (m model) Update(msg tea.Msg) (tea.Model, tea.Cmd) {
 			if m.cursor > 0 {
 				m.cursor--
 			}
-			if m.showOthers && m.cursor < len(mainMenuItems) {
+			if m.showOthers && m.cursor < primaryMenuItemCount(m.state) {
 				m.showOthers = false
 				m.items = buildMenuItems(m.state, false)
 				m.cursor = min(m.cursor, len(m.items)-1)

cmd/tui/tui_test.go

@@ -5,6 +5,7 @@ import (
 	"testing"
 
 	tea "github.com/charmbracelet/bubbletea"
+	"github.com/google/go-cmp/cmp"
 	"github.com/ollama/ollama/cmd/launch"
 )
 
@@ -36,6 +37,20 @@ func launcherTestState() *launch.LauncherState {
 				Changeable:      true,
 				AutoInstallable: true,
 			},
+			"opencode": {
+				Name:        "opencode",
+				DisplayName: "OpenCode",
+				Description: "Anomaly's open-source coding agent",
+				Selectable:  true,
+				Changeable:  true,
+			},
+			"hermes": {
+				Name:        "hermes",
+				DisplayName: "Hermes Agent",
+				Description: "Self-improving AI agent built by Nous Research",
+				Selectable:  true,
+				Changeable:  true,
+			},
 			"droid": {
 				Name:        "droid",
 				DisplayName: "Droid",
@@ -54,30 +69,70 @@ func launcherTestState() *launch.LauncherState {
 	}
 }
 
+func findMenuCursorByIntegration(items []menuItem, name string) int {
+	for i, item := range items {
+		if item.integration == name {
+			return i
+		}
+	}
+	return -1
+}
+
+func integrationSequence(items []menuItem) []string {
+	sequence := make([]string, 0, len(items))
+	for _, item := range items {
+		switch {
+		case item.isRunModel:
+			sequence = append(sequence, "run")
+		case item.isOthers:
+			sequence = append(sequence, "more")
+		case item.integration != "":
+			sequence = append(sequence, item.integration)
+		}
+	}
+	return sequence
+}
+
+func compareStrings(got, want []string) string {
+	return cmp.Diff(want, got)
+}
+
 func TestMenuRendersPinnedItemsAndMore(t *testing.T) {
-	view := newModel(launcherTestState()).View()
-	for _, want := range []string{"Chat with a model", "Launch Claude Code", "Launch Codex", "Launch OpenClaw", "More..."} {
+	menu := newModel(launcherTestState())
+	view := menu.View()
+	for _, want := range []string{"Chat with a model", "Launch OpenClaw", "Launch Claude Code", "Launch OpenCode", "More..."} {
 		if !strings.Contains(view, want) {
 			t.Fatalf("expected menu view to contain %q\n%s", want, view)
 		}
 	}
+	if strings.Contains(view, "Launch Codex") {
+		t.Fatalf("expected Codex to be under More, not pinned\n%s", view)
+	}
+	wantOrder := []string{"run", "openclaw", "claude", "opencode", "more"}
+	if diff := compareStrings(integrationSequence(menu.items), wantOrder); diff != "" {
+		t.Fatalf("unexpected pinned order: %s", diff)
+	}
 }
 
 func TestMenuExpandsOthersFromLastSelection(t *testing.T) {
 	state := launcherTestState()
-	state.LastSelection = "pi"
+	state.LastSelection = "codex"
 
 	menu := newModel(state)
 	if !menu.showOthers {
 		t.Fatal("expected others section to expand when last selection is in the overflow list")
 	}
 	view := menu.View()
-	if !strings.Contains(view, "Launch Pi") {
+	if !strings.Contains(view, "Launch Codex") {
 		t.Fatalf("expected expanded view to contain overflow integration\n%s", view)
 	}
 	if strings.Contains(view, "More...") {
 		t.Fatalf("expected expanded view to replace More... item\n%s", view)
 	}
+	wantOrder := []string{"run", "openclaw", "claude", "opencode", "hermes", "codex", "droid", "pi"}
+	if diff := compareStrings(integrationSequence(menu.items), wantOrder); diff != "" {
+		t.Fatalf("unexpected expanded order: %s", diff)
+	}
 }
 
 func TestMenuEnterOnRunSelectsRun(t *testing.T) {
@@ -102,7 +157,10 @@ func TestMenuRightOnRunSelectsChangeRun(t *testing.T) {
 
 func TestMenuEnterOnIntegrationSelectsLaunch(t *testing.T) {
 	menu := newModel(launcherTestState())
-	menu.cursor = 1
+	menu.cursor = findMenuCursorByIntegration(menu.items, "claude")
+	if menu.cursor == -1 {
+		t.Fatal("expected claude menu item")
+	}
 	updated, _ := menu.Update(tea.KeyMsg{Type: tea.KeyEnter})
 	got := updated.(model)
 	want := TUIAction{Kind: TUIActionLaunchIntegration, Integration: "claude"}
@@ -113,7 +171,10 @@ func TestMenuEnterOnIntegrationSelectsLaunch(t *testing.T) {
 
 func TestMenuRightOnIntegrationSelectsConfigure(t *testing.T) {
 	menu := newModel(launcherTestState())
-	menu.cursor = 1
+	menu.cursor = findMenuCursorByIntegration(menu.items, "claude")
+	if menu.cursor == -1 {
+		t.Fatal("expected claude menu item")
+	}
 	updated, _ := menu.Update(tea.KeyMsg{Type: tea.KeyRight})
 	got := updated.(model)
 	want := TUIAction{Kind: TUIActionLaunchIntegration, Integration: "claude", ForceConfigure: true}
@@ -130,7 +191,10 @@ func TestMenuIgnoresDisabledActions(t *testing.T) {
 	state.Integrations["claude"] = claude
 
 	menu := newModel(state)
-	menu.cursor = 1
+	menu.cursor = findMenuCursorByIntegration(menu.items, "claude")
+	if menu.cursor == -1 {
+		t.Fatal("expected claude menu item")
+	}
 
 	updatedEnter, _ := menu.Update(tea.KeyMsg{Type: tea.KeyEnter})
 	if updatedEnter.(model).selected {
@@ -150,7 +214,10 @@ func TestMenuShowsCurrentModelSuffixes(t *testing.T) {
 		t.Fatalf("expected run row to show current model suffix\n%s", runView)
 	}
 
-	menu.cursor = 1
+	menu.cursor = findMenuCursorByIntegration(menu.items, "claude")
+	if menu.cursor == -1 {
+		t.Fatal("expected claude menu item")
+	}
 	integrationView := menu.View()
 	if !strings.Contains(integrationView, "(glm-5:cloud)") {
 		t.Fatalf("expected integration row to show current model suffix\n%s", integrationView)
@@ -166,8 +233,12 @@ func TestMenuShowsInstallStatusAndHint(t *testing.T) {
 	codex.InstallHint = "Install from https://example.com/codex"
 	state.Integrations["codex"] = codex
 
+	state.LastSelection = "codex"
 	menu := newModel(state)
-	menu.cursor = 2
+	menu.cursor = findMenuCursorByIntegration(menu.items, "codex")
+	if menu.cursor == -1 {
+		t.Fatal("expected codex menu item in overflow section")
+	}
 	view := menu.View()
 	if !strings.Contains(view, "(not installed)") {
 		t.Fatalf("expected not-installed marker\n%s", view)

convert/convert.go

@@ -290,6 +290,8 @@ func LoadModelMetadata(fsys fs.FS) (ModelKV, *Tokenizer, error) {
 		conv = &gemma3Model{Architecture: p.Architectures[0]}
 	case "Gemma3nForConditionalGeneration":
 		conv = &gemma3nModel{}
+	case "Gemma4ForCausalLM", "Gemma4ForConditionalGeneration":
+		conv = &gemma4Model{Architecture: p.Architectures[0]}
 	case "Phi3ForCausalLM":
 		conv = &phi3Model{}
 	case "Qwen2ForCausalLM":

convert/convert_gemma4.go

@@ -0,0 +1,574 @@
+package convert
+
+import (
+	"bytes"
+	"encoding/binary"
+	"fmt"
+	"math"
+	"slices"
+	"strings"
+
+	"github.com/ollama/ollama/fs/ggml"
+)
+
+type gemma4Model struct {
+	gemmaModel
+	Architecture string
+	TextModel    struct {
+		HiddenSize              uint32   `json:"hidden_size"`
+		NumHiddenLayers         uint32   `json:"num_hidden_layers"`
+		IntermediateSize        uint32   `json:"intermediate_size"`
+		NumAttentionHeads       uint32   `json:"num_attention_heads"`
+		NumKeyValueHeads        uint32   `json:"num_key_value_heads"`
+		HeadDim                 uint32   `json:"head_dim"`
+		GlobalHeadDim           uint32   `json:"global_head_dim"`
+		VocabSize               uint32   `json:"vocab_size"`
+		RMSNormEps              float32  `json:"rms_norm_eps"`
+		MaxPositionEmbeddings   uint32   `json:"max_position_embeddings"`
+		SlidingWindow           uint32   `json:"sliding_window"`
+		SlidingWindowPattern    *int32   `json:"_sliding_window_pattern"`
+		LayerTypes              []string `json:"layer_types"`
+		FinalLogitSoftcapping   float32  `json:"final_logit_softcapping"`
+		EnableMoeBlock          bool     `json:"enable_moe_block"`
+		NumExperts              *uint32  `json:"num_experts"`
+		TopKExperts             *uint32  `json:"top_k_experts"`
+		ExpertIntermediateSize  *uint32  `json:"moe_intermediate_size"`
+		HiddenSizePerLayerInput *uint32  `json:"hidden_size_per_layer_input"`
+		NumKVSharedLayers       uint32   `json:"num_kv_shared_layers"`
+		AttentionKEqV           bool     `json:"attention_k_eq_v"`
+		NumGlobalKeyValueHeads  *uint32  `json:"num_global_key_value_heads"`
+		QueryPreAttnScalar      *uint32  `json:"query_pre_attn_scalar"`
+		UseDoubleWideMLP        bool     `json:"use_double_wide_mlp"`
+		RopeParameters          map[string]*struct {
+			RopeTheta           float32  `json:"rope_theta"`
+			PartialRotaryFactor *float32 `json:"partial_rotary_factor"`
+		} `json:"rope_parameters"`
+	} `json:"text_config"`
+
+	VisionModel struct {
+		HiddenSize        uint32  `json:"hidden_size"`
+		NumHiddenLayers   uint32  `json:"num_hidden_layers"`
+		NumAttentionHeads uint32  `json:"num_attention_heads"`
+		IntermediateSize  uint32  `json:"intermediate_size"`
+		PatchSize         uint32  `json:"patch_size"`
+		NumChannels       uint32  `json:"num_channels"`
+		PoolingKernelSize uint32  `json:"pooling_kernel_size"`
+		LayerNormEps      float32 `json:"layer_norm_eps"`
+	} `json:"vision_config"`
+
+	AudioModel *struct {
+		HiddenSize        uint32  `json:"hidden_size"`
+		OutputProjDims    uint32  `json:"output_proj_dims"`
+		NumHiddenLayers   uint32  `json:"num_hidden_layers"`
+		NumAttentionHeads uint32  `json:"num_attention_heads"`
+		ConvKernelSize    uint32  `json:"conv_kernel_size"`
+		RMSNormEps        float32 `json:"rms_norm_eps"`
+	} `json:"audio_config"`
+}
+
+func (p *gemma4Model) KV(t *Tokenizer) KV {
+	kv := p.ModelParameters.KV(t)
+	kv["general.architecture"] = "gemma4"
+	kv["tokenizer.ggml.model"] = "llama"
+	kv["tokenizer.ggml.pre"] = "gemma4"
+
+	tc := p.TextModel
+
+	kv["gemma4.block_count"] = tc.NumHiddenLayers
+	kv["gemma4.embedding_length"] = tc.HiddenSize
+
+	// Per-layer FFN width: when use_double_wide_mlp is set, KV-shared layers get 2x FFN width.
+	if tc.UseDoubleWideMLP && tc.NumKVSharedLayers > 0 {
+		firstShared := int(tc.NumHiddenLayers) - int(tc.NumKVSharedLayers)
+		ffnWidths := make([]int32, tc.NumHiddenLayers)
+		for i := range ffnWidths {
+			if i >= firstShared {
+				ffnWidths[i] = int32(tc.IntermediateSize * 2)
+			} else {
+				ffnWidths[i] = int32(tc.IntermediateSize)
+			}
+		}
+		kv["gemma4.feed_forward_length"] = ffnWidths
+	} else {
+		kv["gemma4.feed_forward_length"] = tc.IntermediateSize
+	}
+	kv["gemma4.context_length"] = tc.MaxPositionEmbeddings
+	kv["gemma4.attention.head_count"] = tc.NumAttentionHeads
+	// Per-layer KV head count array: SWA layers use NumKeyValueHeads, global layers use NumGlobalKeyValueHeads
+	if tc.NumGlobalKeyValueHeads != nil && *tc.NumGlobalKeyValueHeads != tc.NumKeyValueHeads && len(tc.LayerTypes) > 0 {
+		kvHeads := make([]int32, len(tc.LayerTypes))
+		for i, lt := range tc.LayerTypes {
+			if lt == "sliding_attention" {
+				kvHeads[i] = int32(tc.NumKeyValueHeads)
+			} else {
+				kvHeads[i] = int32(*tc.NumGlobalKeyValueHeads)
+			}
+		}
+		kv["gemma4.attention.head_count_kv"] = kvHeads
+	} else {
+		kv["gemma4.attention.head_count_kv"] = tc.NumKeyValueHeads
+	}
+	// key_length = global head dim, key_length_swa = local (SWA) head dim
+	kv["gemma4.attention.key_length"] = tc.GlobalHeadDim
+	kv["gemma4.attention.value_length"] = tc.GlobalHeadDim
+	kv["gemma4.attention.key_length_swa"] = tc.HeadDim
+	kv["gemma4.attention.value_length_swa"] = tc.HeadDim
+	kv["gemma4.attention.layer_norm_rms_epsilon"] = tc.RMSNormEps
+	kv["gemma4.attention.sliding_window"] = tc.SlidingWindow
+
+	// Sliding window pattern from layer_types
+	if len(tc.LayerTypes) > 0 {
+		kv["gemma4.attention.sliding_window_pattern"] = slices.Collect(func(yield func(bool) bool) {
+			for _, lt := range tc.LayerTypes {
+				if !yield(lt == "sliding_attention") {
+					break
+				}
+			}
+		})
+	}
+
+	kv["gemma4.attention.shared_kv_layers"] = tc.NumKVSharedLayers
+
+	// RoPE: dimension_count is the full global head dim (freq_factors handle partial rotation)
+	if rp, ok := tc.RopeParameters["full_attention"]; ok && rp != nil {
+		kv["gemma4.rope.freq_base"] = rp.RopeTheta
+		kv["gemma4.rope.dimension_count"] = tc.GlobalHeadDim
+	}
+	if rp, ok := tc.RopeParameters["sliding_attention"]; ok && rp != nil {
+		kv["gemma4.rope.freq_base_swa"] = rp.RopeTheta
+		kv["gemma4.rope.dimension_count_swa"] = tc.HeadDim
+	}
+
+	if tc.FinalLogitSoftcapping > 0 {
+		kv["gemma4.final_logit_softcapping"] = tc.FinalLogitSoftcapping
+	}
+
+	// MoE
+	if tc.EnableMoeBlock && tc.NumExperts != nil {
+		kv["gemma4.expert_count"] = *tc.NumExperts
+		if tc.TopKExperts != nil {
+			kv["gemma4.expert_used_count"] = *tc.TopKExperts
+		}
+		if tc.ExpertIntermediateSize != nil {
+			kv["gemma4.expert_feed_forward_length"] = *tc.ExpertIntermediateSize
+		}
+	}
+
+	// PLE — always emit, even when 0
+	pleSize := uint32(0)
+	if tc.HiddenSizePerLayerInput != nil {
+		pleSize = *tc.HiddenSizePerLayerInput
+	}
+	kv["gemma4.embedding_length_per_layer_input"] = pleSize
+
+	// Vision model KV metadata
+	vc := p.VisionModel
+	if vc.NumHiddenLayers > 0 {
+		kv["gemma4.vision.block_count"] = vc.NumHiddenLayers
+		kv["gemma4.vision.embedding_length"] = vc.HiddenSize
+		kv["gemma4.vision.attention.head_count"] = vc.NumAttentionHeads
+		kv["gemma4.vision.feed_forward_length"] = vc.IntermediateSize
+		kv["gemma4.vision.patch_size"] = vc.PatchSize
+		numCh := vc.NumChannels
+		if numCh == 0 {
+			numCh = 3
+		}
+		kv["gemma4.vision.num_channels"] = numCh
+		nMerge := vc.PoolingKernelSize
+		if nMerge == 0 {
+			nMerge = 3
+		}
+		kv["gemma4.vision.projector.scale_factor"] = nMerge
+		eps := vc.LayerNormEps
+		if eps == 0 {
+			eps = 1e-6
+		}
+		kv["gemma4.vision.attention.layer_norm_epsilon"] = eps
+	}
+
+	// Audio model KV metadata
+	if p.AudioModel != nil && p.AudioModel.NumHiddenLayers > 0 {
+		ac := p.AudioModel
+		kv["gemma4.audio.block_count"] = ac.NumHiddenLayers
+		kv["gemma4.audio.embedding_length"] = ac.HiddenSize
+		kv["gemma4.audio.feed_forward_length"] = ac.HiddenSize * 4
+		kv["gemma4.audio.attention.head_count"] = ac.NumAttentionHeads
+		eps := ac.RMSNormEps
+		if eps == 0 {
+			eps = 1e-6
+		}
+		kv["gemma4.audio.attention.layer_norm_epsilon"] = eps
+		if ac.ConvKernelSize > 0 {
+			kv["gemma4.audio.conv_kernel_size"] = ac.ConvKernelSize
+		}
+	}
+
+	return kv
+}
+
+func (p *gemma4Model) Tensors(ts []Tensor) []*ggml.Tensor {
+	// First pass: collect vision clamp scalar values into a packed tensor.
+	// Layout: per vision layer (0..N-1), 7 linears (q,k,v,out,gate,up,down) × 4 values (inMin,inMax,outMin,outMax).
+	// Then 4 values for the projector (mm.input_projection).
+	clampSuffixes := []string{".input_min", ".input_max", ".output_min", ".output_max"}
+	clampMap := make(map[string]float32)
+	for _, t := range ts {
+		name := t.Name()
+		for _, sfx := range clampSuffixes {
+			if strings.HasSuffix(name, sfx) && (strings.Contains(name, "vision_tower") || strings.Contains(name, "embed_vision")) {
+				var buf bytes.Buffer
+				t.WriteTo(&buf)
+				data := buf.Bytes()
+				if len(data) >= 4 {
+					clampMap[name] = math.Float32frombits(uint32(data[0]) | uint32(data[1])<<8 | uint32(data[2])<<16 | uint32(data[3])<<24)
+				}
+			}
+		}
+	}
+
+	var out []*ggml.Tensor
+	for _, t := range ts {
+		name := t.Name()
+
+		// Skip embedding_post_projection_norm — used as weightless RMS norm in inference
+		if strings.Contains(name, "embedding_post_projection_norm") {
+			continue
+		}
+
+		// Vision tensor renaming: match published mmproj GGUF names
+		if strings.HasPrefix(name, "v.blk.") {
+			name = strings.Replace(name, ".attn_norm.", ".ln1.", 1)
+			name = strings.Replace(name, ".ffn_norm.", ".ln2.", 1)
+			name = strings.Replace(name, ".attn_output.", ".attn_out.", 1)
+			name = strings.Replace(name, ".post_attention_norm.", ".attn_post_norm.", 1)
+			name = strings.Replace(name, ".post_ffw_norm.", ".ffn_post_norm.", 1)
+			name = strings.Replace(name, ".layer_output_scale.", ".out_scale.", 1)
+		}
+
+		// per_dim_scale: apply softplus to weight data and add .weight suffix.
+		if strings.HasPrefix(name, "a.blk.") && strings.HasSuffix(name, "per_dim_scale") {
+			name = name + ".weight"
+			t.SetRepacker(softplusRepacker)
+		}
+
+		// Depthwise conv1d: squeeze middle dimension [C, 1, K] → [C, K].
+		if strings.HasPrefix(name, "a.blk.") && strings.Contains(name, "conv_dw") && strings.HasSuffix(name, ".weight") {
+			t.SetRepacker(squeezeMiddleDim)
+		}
+
+		shape := t.Shape()
+
+		// Convert scalar tensors (input_min/max, output_min/max) to 1D
+		if len(shape) == 0 {
+			shape = []uint64{1}
+		}
+
+		// Depthwise conv1d shape: safetensors [C, 1, K] → GGUF ne[K, C].
+		// Shape array here maps to GGUF ne[] directly, but safetensors reader
+		// stores shape in PyTorch order [C, 1, K] which the GGUF writer inverts.
+		// Published GGUF has ne[0]=K, ne[1]=C → shape array must be [K, C].
+		if strings.HasPrefix(name, "a.blk.") && strings.Contains(name, "conv_dw") && strings.HasSuffix(name, ".weight") && len(shape) == 3 {
+			shape = []uint64{shape[0], shape[2]}
+		}
+
+		// MoE expert weights: no transpose needed. Safetensors stores [experts, out, in]
+		// which the framework reverses to GGUF ne=[in, out, experts], matching ggml_mul_mat_id.
+		// (transposeExperts was incorrectly swapping dims — removed)
+
+		// Audio conv weights are forced to F32 via tensorBase.Kind() in reader.go
+		// (im2col doesn't support BF16). No kindOverride needed — the Kind() method
+		// controls both the GGUF header type AND the WriteTo data encoding path.
+		var kindOverride *uint32
+
+		// Vision patch embedding: reshape from [n_embd, ksize_sq_c] to [n_embd, 3, patch_size, patch_size]
+		// Must be stored as F16 (not BF16) because the Conv2D im2col kernel requires F16/F32.
+		if strings.Contains(name, "v.patch_embd.weight") && len(shape) == 2 {
+			nEmbd := shape[0]
+			patchSize := uint64(p.VisionModel.PatchSize)
+			if patchSize == 0 {
+				patchSize = 16
+			}
+			numCh := uint64(p.VisionModel.NumChannels)
+			if numCh == 0 {
+				numCh = 3
+			}
+			t.SetRepacker(p.reshapePatchEmbed)
+			shape = []uint64{nEmbd, numCh, patchSize, patchSize}
+			f16Kind := uint32(1) // tensorKindFP16
+			kindOverride = &f16Kind
+		}
+
+		// Vision position embedding: keep 3D [2, maxPos, nEmbd] — matching published mmproj format.
+		// The framework reverses shape to GGUF ne=[nEmbd, maxPos, 2]. No data repacking needed.
+
+		kind := t.Kind()
+		if kindOverride != nil {
+			kind = *kindOverride
+		}
+		out = append(out, &ggml.Tensor{
+			Name:     name,
+			Kind:     kind,
+			Shape:    shape,
+			WriterTo: t,
+		})
+	}
+
+	// Generate a single global rope_freqs.weight for proportional RoPE on global attention layers.
+	// This matches the published GGUF format: one global tensor shared by all layers.
+	// Global layers use partial_rotary_factor (0.25) — only rotate that fraction of dims.
+	// Dimensions beyond the rotated portion get freq_factor=1e30 (effectively no rotation).
+	tc := p.TextModel
+	if tc.GlobalHeadDim > 0 {
+		globalFreqsSize := tc.GlobalHeadDim / 2 // freq_factors are per dimension pair
+
+		// Compute number of rotated pairs for global layers
+		partialRotaryFactor := float32(0.25) // default
+		if rp, ok := tc.RopeParameters["full_attention"]; ok && rp != nil && rp.PartialRotaryFactor != nil {
+			partialRotaryFactor = *rp.PartialRotaryFactor
+		}
+		nRotFull := int(float32(tc.GlobalHeadDim) * partialRotaryFactor / 2)
+
+		freqs := make(ropeFactor, globalFreqsSize)
+		for j := range freqs {
+			if j < nRotFull {
+				freqs[j] = 1.0
+			} else {
+				freqs[j] = 1e30 // effectively disable rotation
+			}
+		}
+		out = append(out, &ggml.Tensor{
+			Name:     "rope_freqs.weight",
+			Kind:     0, // F32
+			Shape:    []uint64{uint64(len(freqs))},
+			WriterTo: freqs,
+		})
+	}
+
+	// Emit packed vision clamp data as a single F32 tensor.
+	// Layout: numLayers × 7 linears (q,k,v,out,gate,up,down) × 4 floats (inMin,inMax,outMin,outMax)
+	// then 4 floats for the projector. Total = (numLayers*7 + 1) * 4 floats.
+	if len(clampMap) > 0 {
+		numLayers := int(p.VisionModel.NumHiddenLayers)
+		linearNames := []string{"attn_q", "attn_k", "attn_v", "attn_out", "ffn_gate", "ffn_up", "ffn_down"}
+		suffixes := []string{".input_min", ".input_max", ".output_min", ".output_max"}
+
+		totalFloats := (numLayers*len(linearNames) + 1) * 4 // +1 for projector
+		clampData := make([]float32, totalFloats)
+
+		for layer := range numLayers {
+			for li, ln := range linearNames {
+				for si, sfx := range suffixes {
+					sfxMap := map[string]string{"attn_q": "q_proj", "attn_k": "k_proj", "attn_v": "v_proj", "attn_out": "o_proj", "ffn_gate": "gate_proj", "ffn_up": "up_proj", "ffn_down": "down_proj"}
+					for origName, val := range clampMap {
+						if strings.Contains(origName, fmt.Sprintf("layers.%d.", layer)) && strings.HasSuffix(origName, sfx) && strings.Contains(origName, sfxMap[ln]) {
+							idx := (layer*len(linearNames)+li)*4 + si
+							clampData[idx] = val
+							break
+						}
+					}
+				}
+			}
+		}
+		// Projector clamp values
+		projIdx := numLayers * len(linearNames) * 4
+		for si, sfx := range suffixes {
+			for origName, val := range clampMap {
+				if strings.Contains(origName, "input_projection") && strings.HasSuffix(origName, sfx) {
+					clampData[projIdx+si] = val
+					break
+				}
+			}
+		}
+
+		var buf bytes.Buffer
+		binary.Write(&buf, binary.LittleEndian, clampData)
+		out = append(out, &ggml.Tensor{
+			Name:     "v.clamp_data",
+			Kind:     0, // F32
+			Shape:    []uint64{uint64(totalFloats)},
+			WriterTo: &buf,
+		})
+	}
+
+	return out
+}
+
+// reshapePatchEmbed reshapes the vision patch embedding from HF layout [n_embd, ksize*ksize*channels]
+// to GGUF layout [n_embd, channels, patch_size, patch_size].
+func (*gemma4Model) reshapePatchEmbed(_ string, data []float32, shape []uint64) ([]float32, error) {
+	if len(shape) != 2 {
+		return data, nil
+	}
+	nEmbd := int(shape[0])
+	ksqC := int(shape[1])
+	nChannels := 3
+	patchSize := int(math.Sqrt(float64(ksqC / nChannels)))
+
+	// HF layout: [n_embd, patch_size * patch_size * channels] (row-major)
+	// Need: [n_embd, channels, patch_size, patch_size]
+	result := make([]float32, len(data))
+	for e := range nEmbd {
+		for c := range nChannels {
+			for h := range patchSize {
+				for w := range patchSize {
+					srcIdx := e*ksqC + h*patchSize*nChannels + w*nChannels + c
+					dstIdx := e*nChannels*patchSize*patchSize + c*patchSize*patchSize + h*patchSize + w
+					result[dstIdx] = data[srcIdx]
+				}
+			}
+		}
+	}
+	shape[0] = uint64(nEmbd)
+	shape[1] = uint64(nChannels * patchSize * patchSize)
+	return result, nil
+}
+
+// softplusRepacker applies softplus (ln(1 + exp(x))) to tensor data.
+// Used for per_dim_scale tensors which the published GGUF stores pre-activated.
+func softplusRepacker(_ string, data []float32, shape []uint64) ([]float32, error) {
+	result := make([]float32, len(data))
+	for i, x := range data {
+		result[i] = float32(math.Log(1 + math.Exp(float64(x))))
+	}
+	return result, nil
+}
+
+// squeezeMiddleDim squeezes the middle dimension from [C, 1, K] → [C, K] for depthwise conv1d weights.
+// Data layout stays the same since the middle dim is 1 — just a shape change.
+func squeezeMiddleDim(_ string, data []float32, _ []uint64) ([]float32, error) {
+	return data, nil
+}
+
+func (p *gemma4Model) Replacements() []string {
+	return []string{
+		// ClippableLinear wraps nn.Linear — strip .linear. from weight path
+		".linear.weight", ".weight",
+		".linear.bias", ".bias",
+
+		// Audio SSCP (Sub-Sample Convolution Projection)
+		"model.audio_tower.subsample_conv_projection.conv_0.conv", "a.conv1d.0",
+		"model.audio_tower.subsample_conv_projection.conv_0.norm", "a.conv1d.0.norm",
+		"model.audio_tower.subsample_conv_projection.conv_1.conv", "a.conv1d.1",
+		"model.audio_tower.subsample_conv_projection.conv_1.norm", "a.conv1d.1.norm",
+		"model.audio_tower.subsample_conv_projection.layer0.conv", "a.conv1d.0",
+		"model.audio_tower.subsample_conv_projection.layer0.norm", "a.conv1d.0.norm",
+		"model.audio_tower.subsample_conv_projection.layer1.conv", "a.conv1d.1",
+		"model.audio_tower.subsample_conv_projection.layer1.norm", "a.conv1d.1.norm",
+		"model.audio_tower.subsample_conv_projection.input_proj_linear", "a.pre_encode.out",
+
+		// Audio conformer blocks
+		"model.audio_tower.conformer", "a.blk",
+		"model.audio_tower.layers", "a.blk",
+
+		// Audio conformer attention
+		"attention.attn.relative_position_embedding.pos_proj", "linear_pos",
+		"self_attn.relative_k_proj", "linear_pos",
+		"attention.attn.per_dim_key_scale", "per_dim_k_scale",
+		"attention.attn.per_dim_scale", "per_dim_scale",
+		"self_attn.per_dim_scale", "per_dim_scale",
+		"attention.attn.q_proj", "attn_q",
+		"attention.attn.k_proj", "attn_k",
+		"attention.attn.v_proj", "attn_v",
+		"attention.pre_attn_norm", "ln1",
+		"attention.post_norm", "ln2",
+		"attention.post", "attn_out",
+		"self_attn.post", "attn_out",
+		"norm_pre_attn", "ln1",
+		"norm_post_attn", "ln2",
+
+		// Audio conformer feedforward
+		"ffw_layer_start.pre_layer_norm", "ffn_norm",
+		"ffw_layer_start.post_layer_norm", "ffn_post_norm",
+		"ffw_layer_start.ffw_layer_1", "ffn_up",
+		"ffw_layer_start.ffw_layer_2", "ffn_down",
+		"ffw_layer_end.pre_layer_norm", "ffn_norm_1",
+		"ffw_layer_end.post_layer_norm", "ffn_post_norm_1",
+		"ffw_layer_end.ffw_layer_1", "ffn_up_1",
+		"ffw_layer_end.ffw_layer_2", "ffn_down_1",
+		"feed_forward1.pre_layer_norm", "ffn_norm",
+		"feed_forward1.post_layer_norm", "ffn_post_norm",
+		"feed_forward1.ffw_layer_1", "ffn_up",
+		"feed_forward1.ffw_layer_2", "ffn_down",
+		"feed_forward2.pre_layer_norm", "ffn_norm_1",
+		"feed_forward2.post_layer_norm", "ffn_post_norm_1",
+		"feed_forward2.ffw_layer_1", "ffn_up_1",
+		"feed_forward2.ffw_layer_2", "ffn_down_1",
+
+		// Audio conformer lightweight conv1d
+		"lconv1d.depthwise_conv1d", "conv_dw",
+		"lconv1d.pre_layer_norm", "conv_norm",
+		"lconv1d.conv_norm", "norm_conv",
+		"lconv1d.linear_start", "conv_pw1",
+		"lconv1d.linear_end", "conv_pw2",
+
+		// Audio block final norm
+		"norm_out", "layer_pre_norm",
+
+		// Audio embedder and output projection
+		"model.embed_audio.embedding_projection", "mm.a.input_projection",
+		"model.audio_tower.output_proj", "mm.a.fc",
+
+		// Vision encoder
+		"model.vision_tower.encoder.layers", "v.blk",
+		"model.vision_tower.patch_embedder.input_proj", "v.patch_embd",
+		"model.vision_tower.patch_embedder.position_embedding_table", "v.position_embd.weight",
+		"model.vision_tower.std_bias", "v.std_bias",
+		"model.vision_tower.std_scale", "v.std_scale",
+
+		// Vision multimodal projector
+		"model.embed_vision.embedding_projection", "mm.input_projection",
+
+		// Text model
+		"model.language_model.embed_tokens_per_layer", "per_layer_token_embd",
+		"model.language_model.embed_tokens", "token_embd",
+		"model.language_model.per_layer_model_projection", "per_layer_model_proj",
+		"model.language_model.per_layer_projection_norm", "per_layer_proj_norm",
+		"model.language_model.norm", "output_norm",
+		"model.language_model.layers", "blk",
+
+		// Shared attention replacements (work for both text and vision tensors)
+		"input_layernorm", "attn_norm",
+		"self_attn.q_proj", "attn_q",
+		"self_attn.q_norm", "attn_q_norm",
+		"self_attn.k_proj", "attn_k",
+		"self_attn.k_norm", "attn_k_norm",
+		"self_attn.v_proj", "attn_v",
+		"self_attn.o_proj", "attn_output",
+		"mlp.gate_proj", "ffn_gate",
+		"mlp.down_proj", "ffn_down",
+		"mlp.up_proj", "ffn_up",
+
+		// Post norms
+		"post_attention_layernorm", "post_attention_norm",
+		"pre_feedforward_layernorm_2", "pre_ffw_norm_2",
+		"pre_feedforward_layernorm", "ffn_norm",
+		"post_feedforward_layernorm_1", "post_ffw_norm_1",
+		"post_feedforward_layernorm_2", "post_ffw_norm_2",
+		"post_feedforward_layernorm", "post_ffw_norm",
+
+		// PLE
+		"per_layer_input_gate", "inp_gate",
+		"per_layer_projection", "proj",
+		"post_per_layer_input_norm", "post_norm",
+
+		// MoE
+		"router.proj", "ffn_gate_inp",
+		"router.scale", "ffn_gate_inp.scale",
+		"router.per_expert_scale.weight", "ffn_down_exps.scale",
+		"router.per_expert_scale", "ffn_down_exps.scale",
+		"experts.gate_up_proj.weight", "ffn_gate_up_exps.weight",
+		"experts.gate_up_proj", "ffn_gate_up_exps.weight",
+		"experts.down_proj.weight", "ffn_down_exps.weight",
+		"experts.down_proj", "ffn_down_exps.weight",
+		"moe.gate_proj", "ffn_gate_exps.weight",
+		"moe.up_proj", "ffn_up_exps.weight",
+		"moe.gate_up_proj.weight", "ffn_gate_up_exps.weight",
+		"moe.gate_up_proj", "ffn_gate_up_exps.weight",
+		"moe.down_proj", "ffn_down_exps.weight",
+		"moe.per_expert_scale.weight", "ffn_down_exps.scale",
+		"moe.per_expert_scale", "ffn_down_exps.scale",
+
+		// Layer scalar
+		"layer_scalar", "layer_output_scale.weight",
+	}
+}

convert/convert_gemma4_test.go

@@ -0,0 +1,318 @@
+package convert
+
+import (
+	"strings"
+	"testing"
+)
+
+func TestGemma4AudioReplacements(t *testing.T) {
+	p := gemma4Model{}
+	r := strings.NewReplacer(p.Replacements()...)
+
+	tests := []struct {
+		name string
+		in   string
+		want string
+	}{
+		// SSCP convolution blocks
+		{
+			"sscp conv0 weight",
+			"model.audio_tower.subsample_conv_projection.conv_0.conv.weight",
+			"a.conv1d.0.weight",
+		},
+		{
+			"sscp conv0 norm",
+			"model.audio_tower.subsample_conv_projection.conv_0.norm.weight",
+			"a.conv1d.0.norm.weight",
+		},
+		{
+			"sscp conv1 weight",
+			"model.audio_tower.subsample_conv_projection.conv_1.conv.weight",
+			"a.conv1d.1.weight",
+		},
+		{
+			"sscp input proj weight",
+			"model.audio_tower.subsample_conv_projection.input_proj_linear.weight",
+			"a.pre_encode.out.weight",
+		},
+		{
+			"sscp input proj bias",
+			"model.audio_tower.subsample_conv_projection.input_proj_linear.bias",
+			"a.pre_encode.out.bias",
+		},
+		{
+			"sscp layer0 conv weight (new naming)",
+			"model.audio_tower.subsample_conv_projection.layer0.conv.weight",
+			"a.conv1d.0.weight",
+		},
+		{
+			"sscp layer1 norm weight (new naming)",
+			"model.audio_tower.subsample_conv_projection.layer1.norm.weight",
+			"a.conv1d.1.norm.weight",
+		},
+
+		// Conformer attention
+		{
+			"attn q weight",
+			"model.audio_tower.conformer.0.attention.attn.q_proj.linear.weight",
+			"a.blk.0.attn_q.weight",
+		},
+		{
+			"attn k weight",
+			"model.audio_tower.conformer.5.attention.attn.k_proj.linear.weight",
+			"a.blk.5.attn_k.weight",
+		},
+		{
+			"attn v clamp input_min",
+			"model.audio_tower.conformer.0.attention.attn.v_proj.input_min",
+			"a.blk.0.attn_v.input_min",
+		},
+		{
+			"attn out weight (ClippableLinear)",
+			"model.audio_tower.conformer.0.attention.post.linear.weight",
+			"a.blk.0.attn_out.weight",
+		},
+		{
+			"attn out clamp output_max",
+			"model.audio_tower.conformer.0.attention.post.output_max",
+			"a.blk.0.attn_out.output_max",
+		},
+		{
+			"attn pre norm",
+			"model.audio_tower.conformer.0.attention.pre_attn_norm.weight",
+			"a.blk.0.ln1.weight",
+		},
+		{
+			"attn post norm",
+			"model.audio_tower.conformer.0.attention.post_norm.weight",
+			"a.blk.0.ln2.weight",
+		},
+		{
+			"linear pos",
+			"model.audio_tower.conformer.0.attention.attn.relative_position_embedding.pos_proj.weight",
+			"a.blk.0.linear_pos.weight",
+		},
+		{
+			"per dim scale",
+			"model.audio_tower.conformer.0.attention.attn.per_dim_scale",
+			"a.blk.0.per_dim_scale",
+		},
+		{
+			"per dim key scale",
+			"model.audio_tower.conformer.0.attention.attn.per_dim_key_scale",
+			"a.blk.0.per_dim_k_scale",
+		},
+		{
+			"attn relative k proj (new naming)",
+			"model.audio_tower.layers.0.self_attn.relative_k_proj.weight",
+			"a.blk.0.linear_pos.weight",
+		},
+		{
+			"attn pre norm (new naming)",
+			"model.audio_tower.layers.0.norm_pre_attn.weight",
+			"a.blk.0.ln1.weight",
+		},
+		{
+			"attn post norm (new naming)",
+			"model.audio_tower.layers.0.norm_post_attn.weight",
+			"a.blk.0.ln2.weight",
+		},
+		{
+			"attn out clamp output_max (new naming)",
+			"model.audio_tower.layers.0.self_attn.post.output_max",
+			"a.blk.0.attn_out.output_max",
+		},
+		{
+			"per dim scale (new naming)",
+			"model.audio_tower.layers.0.self_attn.per_dim_scale",
+			"a.blk.0.per_dim_scale",
+		},
+
+		// Conformer feedforward start
+		{
+			"ffn up weight",
+			"model.audio_tower.conformer.0.ffw_layer_start.ffw_layer_1.linear.weight",
+			"a.blk.0.ffn_up.weight",
+		},
+		{
+			"ffn down weight",
+			"model.audio_tower.conformer.0.ffw_layer_start.ffw_layer_2.linear.weight",
+			"a.blk.0.ffn_down.weight",
+		},
+		{
+			"ffn norm",
+			"model.audio_tower.conformer.0.ffw_layer_start.pre_layer_norm.weight",
+			"a.blk.0.ffn_norm.weight",
+		},
+		{
+			"ffn post norm",
+			"model.audio_tower.conformer.0.ffw_layer_start.post_layer_norm.weight",
+			"a.blk.0.ffn_post_norm.weight",
+		},
+
+		// Conformer feedforward end
+		{
+			"ffn up 1 weight",
+			"model.audio_tower.conformer.0.ffw_layer_end.ffw_layer_1.linear.weight",
+			"a.blk.0.ffn_up_1.weight",
+		},
+		{
+			"ffn down 1 weight",
+			"model.audio_tower.conformer.0.ffw_layer_end.ffw_layer_2.linear.weight",
+			"a.blk.0.ffn_down_1.weight",
+		},
+		{
+			"ffn norm 1",
+			"model.audio_tower.conformer.0.ffw_layer_end.pre_layer_norm.weight",
+			"a.blk.0.ffn_norm_1.weight",
+		},
+		{
+			"ffn post norm 1",
+			"model.audio_tower.conformer.0.ffw_layer_end.post_layer_norm.weight",
+			"a.blk.0.ffn_post_norm_1.weight",
+		},
+		{
+			"ffn up output_max (new naming)",
+			"model.audio_tower.layers.10.feed_forward1.ffw_layer_1.output_max",
+			"a.blk.10.ffn_up.output_max",
+		},
+		{
+			"ffn down output_min (new naming)",
+			"model.audio_tower.layers.0.feed_forward1.ffw_layer_2.output_min",
+			"a.blk.0.ffn_down.output_min",
+		},
+		{
+			"ffn up 1 input_max (new naming)",
+			"model.audio_tower.layers.0.feed_forward2.ffw_layer_1.input_max",
+			"a.blk.0.ffn_up_1.input_max",
+		},
+		{
+			"ffn norm 1 (new naming)",
+			"model.audio_tower.layers.0.feed_forward2.pre_layer_norm.weight",
+			"a.blk.0.ffn_norm_1.weight",
+		},
+
+		// Conformer lightweight conv1d
+		{
+			"conv dw weight",
+			"model.audio_tower.conformer.0.lconv1d.depthwise_conv1d.weight",
+			"a.blk.0.conv_dw.weight",
+		},
+		{
+			"conv norm (pre_layer_norm)",
+			"model.audio_tower.conformer.0.lconv1d.pre_layer_norm.weight",
+			"a.blk.0.conv_norm.weight",
+		},
+		{
+			"norm conv (conv_norm)",
+			"model.audio_tower.conformer.0.lconv1d.conv_norm.weight",
+			"a.blk.0.norm_conv.weight",
+		},
+		{
+			"conv pw1 weight",
+			"model.audio_tower.conformer.0.lconv1d.linear_start.linear.weight",
+			"a.blk.0.conv_pw1.weight",
+		},
+		{
+			"conv pw2 weight",
+			"model.audio_tower.conformer.0.lconv1d.linear_end.linear.weight",
+			"a.blk.0.conv_pw2.weight",
+		},
+
+		// Audio embedder
+		{
+			"audio embedder projection weight",
+			"model.embed_audio.embedding_projection.linear.weight",
+			"mm.a.input_projection.weight",
+		},
+		{
+			"audio embedder projection bias",
+			"model.embed_audio.embedding_projection.linear.bias",
+			"mm.a.input_projection.bias",
+		},
+
+		// Audio output projection
+		{
+			"audio output proj weight",
+			"model.audio_tower.output_proj.weight",
+			"mm.a.fc.weight",
+		},
+		{
+			"audio output proj bias",
+			"model.audio_tower.output_proj.bias",
+			"mm.a.fc.bias",
+		},
+
+		// Verify vision tensors still work
+		{
+			"vision q weight",
+			"model.vision_tower.encoder.layers.0.self_attn.q_proj.linear.weight",
+			"v.blk.0.attn_q.weight",
+		},
+		{
+			"vision std bias",
+			"model.vision_tower.std_bias",
+			"v.std_bias",
+		},
+		{
+			"vision std scale",
+			"model.vision_tower.std_scale",
+			"v.std_scale",
+		},
+		{
+			"vision patch embd",
+			"model.vision_tower.patch_embedder.input_proj.weight",
+			"v.patch_embd.weight",
+		},
+		{
+			"vision projector",
+			"model.embed_vision.embedding_projection.linear.weight",
+			"mm.input_projection.weight",
+		},
+
+		// Verify text tensors still work
+		{
+			"text attn q",
+			"model.language_model.layers.0.self_attn.q_proj.weight",
+			"blk.0.attn_q.weight",
+		},
+		{
+			"text token embd",
+			"model.language_model.embed_tokens.weight",
+			"token_embd.weight",
+		},
+		{
+			"text moe gate up fused",
+			"model.language_model.layers.0.experts.gate_up_proj",
+			"blk.0.ffn_gate_up_exps.weight",
+		},
+		{
+			"text moe down",
+			"model.language_model.layers.0.experts.down_proj",
+			"blk.0.ffn_down_exps.weight",
+		},
+		{
+			"text moe down with weight suffix",
+			"model.language_model.layers.0.experts.down_proj.weight",
+			"blk.0.ffn_down_exps.weight",
+		},
+		{
+			"text moe per expert scale",
+			"model.language_model.layers.0.router.per_expert_scale",
+			"blk.0.ffn_down_exps.scale",
+		},
+		{
+			"text moe per expert scale with weight suffix",
+			"model.language_model.layers.0.router.per_expert_scale.weight",
+			"blk.0.ffn_down_exps.scale",
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			if got := r.Replace(tt.in); got != tt.want {
+				t.Errorf("Replace(%q) = %q, want %q", tt.in, got, tt.want)
+			}
+		})
+	}
+}

convert/convert_test.go

@@ -205,8 +205,8 @@ func TestConvertInvalidDatatype(t *testing.T) {
 	generateSafetensorTestData(t, tempDir, td)
 
 	err = ConvertModel(os.DirFS(tempDir), f)
-	if err == nil || err.Error() != "unsupported safetensors model" {
-		t.Errorf("expected error but didn't get one")
+	if err == nil || !strings.Contains(err.Error(), "unknown data type") {
+		t.Errorf("expected 'unknown data type' error but got: %v", err)
 	}
 }
 

convert/reader.go

@@ -42,8 +42,11 @@ func (t tensorBase) Kind() uint32 {
 		strings.HasSuffix(t.name, ".bias") ||
 		strings.HasSuffix(t.name, ".shortconv.conv.weight") ||
 		strings.HasSuffix(t.name, ".ssm_conv1d.weight") || // SSM conv kernel must be F32 for Metal
+		strings.HasPrefix(t.name, "a.conv1d.") || // audio SSCP conv weights must be F32 for im2col
+		strings.Contains(t.name, ".conv_dw.") || // audio depthwise conv weights must be F32
 		t.name == "token_types.weight" ||
 		t.name == "v.positional_embedding_vlm" ||
+		t.name == "v.position_embd.weight" ||
 		t.name == "v.tile_position_embd.weight" ||
 		t.name == "v.pre_tile_position_embd.weight" ||
 		t.name == "v.post_tile_position_embd.weight" ||

convert/reader_safetensors.go

@@ -5,7 +5,6 @@ import (
 	"bytes"
 	"encoding/binary"
 	"encoding/json"
-	"errors"
 	"fmt"
 	"io"
 	"io/fs"
@@ -53,9 +52,10 @@ func parseSafetensors(fsys fs.FS, replacer *strings.Replacer, ps ...string) ([]T
 
 		for _, key := range keys {
 			if value := headers[key]; value.Type != "" {
-				// bitsandbytes quantized models are unsupported
+				// Scalar tensors (e.g. clipped linear min/max) are 0-dim in safetensors.
+				// Promote them to 1-dim so they can be stored in GGUF.
 				if len(value.Shape) == 0 {
-					return nil, errors.New("unsupported safetensors model")
+					value.Shape = []uint64{1}
 				}
 				ggufName := replacer.Replace(key)
 				if _, ok := names[ggufName]; ok {

discover/runner.go

@@ -94,7 +94,7 @@ func GPUDevices(ctx context.Context, runners []ml.FilteredRunnerDiscovery) []ml.
 			}
 			var dirs []string
 			if dir != "" {
-				if requested != "" && filepath.Base(dir) != requested {
+				if requested != "" && !strings.HasPrefix(requested, "mlx_") && filepath.Base(dir) != requested {
 					slog.Debug("skipping available library at user's request", "requested", requested, "libDir", dir)
 					continue
 				} else if jetpack != "" && filepath.Base(dir) != "cuda_"+jetpack {

docs/capabilities/structured-outputs.mdx

@@ -2,6 +2,10 @@
 title: Structured Outputs
 ---
 
+<Note>
+  Ollama's Cloud currently does not support structured outputs.
+</Note>
+
 Structured outputs let you enforce a JSON schema on model responses so you can reliably extract structured data, describe images, or keep every reply consistent.
 
 ## Generating structured JSON

docs/docs.json

@@ -110,7 +110,8 @@
                 "group": "Assistants",
                 "expanded": true,
                 "pages": [
-                  "/integrations/openclaw"
+                  "/integrations/openclaw",
+                  "/integrations/hermes"
                 ]
               },
               {
@@ -119,6 +120,7 @@
                 "pages": [
                   "/integrations/claude-code",
                   "/integrations/codex",
+                  "/integrations/copilot-cli",
                   "/integrations/opencode",
                   "/integrations/droid",
                   "/integrations/goose",

docs/integrations/codex.mdx

@@ -35,36 +35,39 @@ To use `codex` with Ollama, use the `--oss` flag:
 codex --oss
 ```
 
-### Changing Models
-
-By default, codex will use the local `gpt-oss:20b` model. However, you can specify a different model with the `-m` flag:
+To use a specific model, pass the `-m` flag:
 
 ```
 codex --oss -m gpt-oss:120b
 ```
 
-### Cloud Models
+To use a cloud model:
 
 ```
 codex --oss -m gpt-oss:120b-cloud
 ```
 
+### Profile-based setup
 
-## Connecting to ollama.com
-
-
-Create an [API key](https://ollama.com/settings/keys) from ollama.com and export it as `OLLAMA_API_KEY`.
-
-To use ollama.com directly, edit your `~/.codex/config.toml` file to point to ollama.com.
+For a persistent configuration, add an Ollama provider and profiles to `~/.codex/config.toml`:
 
 ```toml
-model = "gpt-oss:120b"
-model_provider = "ollama"
-
-[model_providers.ollama]
+[model_providers.ollama-launch]
 name = "Ollama"
-base_url = "https://ollama.com/v1"
-env_key = "OLLAMA_API_KEY"
+base_url = "http://localhost:11434/v1"
+
+[profiles.ollama-launch]
+model = "gpt-oss:120b"
+model_provider = "ollama-launch"
+
+[profiles.ollama-cloud]
+model = "gpt-oss:120b-cloud"
+model_provider = "ollama-launch"
 ```
 
-Run `codex` in a new terminal to load the new settings.
+Then run:
+
+```
+codex --profile ollama-launch
+codex --profile ollama-cloud
+```

docs/integrations/copilot-cli.mdx

@@ -0,0 +1,93 @@
+---
+title: Copilot CLI
+---
+
+GitHub Copilot CLI is GitHub's AI coding agent for the terminal. It can understand your codebase, make edits, run commands, and help you build software faster.
+
+Open models can be used with Copilot CLI through Ollama, enabling you to use models such as `qwen3.5`, `glm-5.1:cloud`, `kimi-k2.5:cloud`.
+
+## Install
+
+Install [Copilot CLI](https://github.com/features/copilot/cli/):
+
+<CodeGroup>
+
+```shell macOS / Linux (Homebrew)
+brew install copilot-cli
+```
+
+```shell npm (all platforms)
+npm install -g @github/copilot
+```
+
+```shell macOS / Linux (script)
+curl -fsSL https://gh.io/copilot-install | bash
+```
+
+```powershell Windows (WinGet)
+winget install GitHub.Copilot
+```
+
+</CodeGroup>
+
+## Usage with Ollama
+
+### Quick setup
+
+```shell
+ollama launch copilot
+```
+
+### Run directly with a model
+
+```shell
+ollama launch copilot --model kimi-k2.5:cloud
+```
+
+## Recommended Models
+
+- `kimi-k2.5:cloud`
+- `glm-5:cloud`
+- `minimax-m2.7:cloud`
+- `qwen3.5:cloud`
+- `glm-4.7-flash`
+- `qwen3.5`
+
+Cloud models are also available at [ollama.com/search?c=cloud](https://ollama.com/search?c=cloud).
+
+## Non-interactive (headless) mode
+
+Run Copilot CLI without interaction for use in Docker, CI/CD, or scripts:
+
+```shell
+ollama launch copilot --model kimi-k2.5:cloud --yes -- -p "how does this repository work?"
+```
+
+The `--yes` flag auto-pulls the model, skips selectors, and requires `--model` to be specified. Arguments after `--` are passed directly to Copilot CLI.
+
+## Manual setup
+
+Copilot CLI connects to Ollama using the OpenAI-compatible API via environment variables.
+
+1. Set the environment variables:
+
+```shell
+export COPILOT_PROVIDER_BASE_URL=http://localhost:11434/v1
+export COPILOT_PROVIDER_API_KEY=
+export COPILOT_PROVIDER_WIRE_API=responses
+export COPILOT_MODEL=qwen3.5
+```
+
+1. Run Copilot CLI:
+
+```shell
+copilot
+```
+
+Or run with environment variables inline:
+
+```shell
+COPILOT_PROVIDER_BASE_URL=http://localhost:11434/v1 COPILOT_PROVIDER_API_KEY= COPILOT_PROVIDER_WIRE_API=responses COPILOT_MODEL=glm-5:cloud copilot
+```
+
+**Note:** Copilot requires a large context window. We recommend at least 64k tokens. See the [context length documentation](/context-length) for how to adjust context length in Ollama.

docs/integrations/hermes.mdx

@@ -0,0 +1,119 @@
+---
+title: Hermes Agent
+---
+
+Hermes Agent is a self-improving AI agent built by Nous Research. It features automatic skill creation, cross-session memory, and 70+ skills that it ships with by default. 
+
+![Hermes Agent with Ollama](/images/hermes.png)
+
+## Quick start
+
+```bash
+ollama launch hermes
+```
+
+Ollama handles everything automatically:
+
+1. **Install** — If Hermes isn't installed, Ollama prompts to install it via the Nous Research install script
+2. **Model** — Pick a model from the selector (local or cloud)
+3. **Onboarding** — Ollama configures the Ollama provider, points Hermes at `http://127.0.0.1:11434/v1`, and sets your model as the primary
+4. **Gateway** — Optionally connects a messaging platform (Telegram, Discord, Slack, WhatsApp, Signal, Email) and launches the Hermes chat
+
+<Note>Hermes on Windows requires WSL2. Install it with `wsl --install` and re-run from inside the WSL shell.</Note>
+
+## Recommended models
+
+**Cloud models**:
+
+- `kimi-k2.5:cloud` — Multimodal reasoning with subagents
+- `glm-5.1:cloud` — Reasoning and code generation
+- `qwen3.5:cloud` — Reasoning, coding, and agentic tool use with vision
+- `minimax-m2.7:cloud` — Fast, efficient coding and real-world productivity
+
+**Local models:**
+
+- `gemma4` — Reasoning and code generation locally (~16 GB VRAM)
+- `qwen3.6` — Reasoning, coding, and visual understanding locally (~24 GB VRAM)
+
+More models at [ollama.com/search](https://ollama.com/search?c=cloud).
+
+## Connect messaging apps
+
+Link Telegram, Discord, Slack, WhatsApp, Signal, or Email to chat with your models from anywhere:
+
+```bash
+hermes gateway setup
+```
+
+## Reconfigure
+
+Re-run the full setup wizard at any time:
+
+```bash
+hermes setup
+```
+
+## Manual setup
+
+If you'd rather drive Hermes's own wizard instead of `ollama launch hermes`, install it directly:
+
+```bash
+curl -fsSL https://raw.githubusercontent.com/NousResearch/hermes-agent/main/scripts/install.sh | bash
+```
+
+Hermes launches the setup wizard automatically. Choose **Quick setup**:
+
+```
+How would you like to set up Hermes?
+
+ →  Quick setup — provider, model & messaging (recommended)
+    Full setup — configure everything
+```
+
+### Connect to Ollama
+
+1. Select **More providers...**
+2. Select **Custom endpoint (enter URL manually)**
+3. Set the API base URL to the Ollama OpenAI-compatible endpoint:
+
+   ```
+   API base URL [e.g. https://api.example.com/v1]: http://127.0.0.1:11434/v1
+   ```
+
+4. Leave the API key blank (not required for local Ollama):
+
+   ```
+   API key [optional]:
+   ```
+
+5. Hermes auto-detects downloaded models, confirm the one you want:
+
+   ```
+   Verified endpoint via http://127.0.0.1:11434/v1/models (1 model(s) visible)
+     Detected model: kimi-k2.5:cloud
+     Use this model? [Y/n]:
+   ```
+
+6. Leave context length blank to auto-detect:
+
+   ```
+   Context length in tokens [leave blank for auto-detect]:
+   ```
+
+### Connect messaging
+
+Optionally connect a messaging platform during setup:
+
+```
+Connect a messaging platform? (Telegram, Discord, etc.)
+
+ →  Set up messaging now (recommended)
+    Skip — set up later with 'hermes setup gateway'
+```
+
+### Launch
+
+```
+Launch hermes chat now? [Y/n]: Y
+```
+

docs/integrations/index.mdx

@@ -10,6 +10,7 @@ Coding assistants that can read, modify, and execute code in your projects.
 
 - [Claude Code](/integrations/claude-code)
 - [Codex](/integrations/codex)
+- [Copilot CLI](/integrations/copilot-cli)
 - [OpenCode](/integrations/opencode)
 - [Droid](/integrations/droid)
 - [Goose](/integrations/goose)
@@ -20,6 +21,7 @@ Coding assistants that can read, modify, and execute code in your projects.
 AI assistants that help with everyday tasks.
 
 - [OpenClaw](/integrations/openclaw)
+- [Hermes Agent](/integrations/hermes)
 
 ## IDEs & Editors
 

docs/integrations/openclaw.mdx

@@ -15,7 +15,7 @@ Ollama handles everything automatically:
 1. **Install** — If OpenClaw isn't installed, Ollama prompts to install it via npm
 2. **Security** — On the first launch, a security notice explains the risks of tool access
 3. **Model** — Pick a model from the selector (local or cloud)
-4. **Onboarding** — Ollama configures the provider, installs the gateway daemon, sets your model as the primary, and installs the web search and fetch plugin
+4. **Onboarding** — Ollama configures the provider, installs the gateway daemon, sets your model as the primary, and enables OpenClaw's bundled Ollama web search
 5. **Gateway** — Starts in the background and opens the OpenClaw TUI
 
 <Note>OpenClaw requires a larger context window. It is recommended to use a context window of at least 64k tokens if using local models. See [Context length](/context-length) for more information.</Note>
@@ -24,19 +24,19 @@ Ollama handles everything automatically:
 
 ## Web search and fetch
 
-OpenClaw ships with a web search and fetch plugin that gives local or cloud models the ability to search the web and extract readable page content.
+OpenClaw ships with a bundled Ollama `web_search` provider that lets local or cloud-backed Ollama setups search the web through the configured Ollama host.
 
 ```bash
 ollama launch openclaw
 ```
 
-Web search and fetch is enabled automatically when launching OpenClaw through Ollama. To install the plugin directly:
+Ollama web search is enabled automatically when launching OpenClaw through Ollama. To configure it manually:
 
 ```bash
-openclaw plugins install @ollama/openclaw-web-search
+openclaw configure --section web
 ```
 
-<Note>Web search for local models requires `ollama signin`.</Note>
+<Note>Ollama web search for local models requires `ollama signin`.</Note>
 
 ## Configure without launching
 
@@ -59,12 +59,14 @@ If the gateway is already running, it restarts automatically to pick up the new
 **Cloud models**:
 
 - `kimi-k2.5:cloud` — Multimodal reasoning with subagents
+- `qwen3.5:cloud` — Reasoning, coding, and agentic tool use with vision
+- `glm-5.1:cloud` — Reasoning and code generation
 - `minimax-m2.7:cloud` — Fast, efficient coding and real-world productivity
-- `glm-5:cloud` — Reasoning and code generation
 
 **Local models:**
 
-- `glm-4.7-flash` — Reasoning and code generation locally (~25 GB VRAM)
+- `gemma4` — Reasoning and code generation locally (~16 GB VRAM)
+- `qwen3.5` — Reasoning, coding, and visual understanding locally (~11 GB VRAM)
 
 More models at [ollama.com/search](https://ollama.com/search?c=cloud).
 
@@ -91,4 +93,3 @@ Link WhatsApp, Telegram, Slack, Discord, or iMessage to chat with your local mod
 ```bash
 openclaw gateway stop
 ```
-

docs/integrations/opencode.mdx

@@ -28,79 +28,4 @@ To configure without launching:
 ollama launch opencode --config
 ```
 
-### Manual setup
-
-Add a configuration block to `~/.config/opencode/opencode.json`:
-
-```json
-{
-  "$schema": "https://opencode.ai/config.json",
-  "provider": {
-    "ollama": {
-      "npm": "@ai-sdk/openai-compatible",
-      "name": "Ollama",
-      "options": {
-        "baseURL": "http://localhost:11434/v1"
-      },
-      "models": {
-        "qwen3-coder": {
-          "name": "qwen3-coder"
-        }
-      }
-    }
-  }
-}
-```
-
-## Cloud Models
-
-`glm-4.7:cloud` is the recommended model for use with OpenCode.
-
-Add the cloud configuration to `~/.config/opencode/opencode.json`:
-
-```json
-{
-  "$schema": "https://opencode.ai/config.json",
-  "provider": {
-    "ollama": {
-      "npm": "@ai-sdk/openai-compatible",
-      "name": "Ollama",
-      "options": {
-        "baseURL": "http://localhost:11434/v1"
-      },
-      "models": {
-        "glm-4.7:cloud": {
-          "name": "glm-4.7:cloud"
-        }
-      }
-    }
-  }
-}
-```
-
-## Connecting to ollama.com
-
-1. Create an [API key](https://ollama.com/settings/keys) from ollama.com and export it as `OLLAMA_API_KEY`.
-2. Update `~/.config/opencode/opencode.json` to point to ollama.com:
-
-```json
-{
-  "$schema": "https://opencode.ai/config.json",
-  "provider": {
-    "ollama": {
-      "npm": "@ai-sdk/openai-compatible",
-      "name": "Ollama Cloud",
-      "options": {
-        "baseURL": "https://ollama.com/v1"
-      },
-      "models": {
-        "glm-4.7:cloud": {
-          "name": "glm-4.7:cloud"
-        }
-      }
-    }
-  }
-}
-```
-
-Run `opencode` in a new terminal to load the new settings.
+<Note>`ollama launch opencode` passes its configuration to OpenCode inline via the `OPENCODE_CONFIG_CONTENT` environment variable. OpenCode deep-merges its config sources on startup, so anything you declare in `~/.config/opencode/opencode.json` is still respected and available inside OpenCode. Models declared only in `opencode.json` won't appear in `ollama launch`'s model-selection menu.</Note>

fs/ggml/ggml.go

@@ -281,6 +281,7 @@ func (kv KV) OllamaEngineRequired() bool {
 		"deepseekocr",
 		"gemma3",
 		"gemma3n",
+		"gemma4",
 		"gptoss", "gpt-oss",
 		"llama4",
 		"mistral3",
@@ -889,6 +890,7 @@ func (f GGML) FlashAttention() bool {
 	return slices.Contains([]string{
 		"bert",
 		"gemma3",
+		"gemma4",
 		"glm4moelite",
 		"glmocr",
 		"gptoss", "gpt-oss",

go.mod

@@ -106,5 +106,5 @@ require (
 	golang.org/x/term v0.36.0
 	golang.org/x/text v0.30.0
 	google.golang.org/protobuf v1.34.1
-	gopkg.in/yaml.v3 v3.0.1 // indirect
+	gopkg.in/yaml.v3 v3.0.1
 )

integration/api_test.go

@@ -406,10 +406,6 @@ func TestAPIShowModel(t *testing.T) {
 }
 
 func TestAPIGenerateLogprobs(t *testing.T) {
-	if testModel != "" {
-		// Logprobs requires runner support (e.g. llama.cpp has it, MLX does not).
-		t.Skip("logprobs not supported by all runners")
-	}
 	ctx, cancel := context.WithTimeout(context.Background(), 2*time.Minute)
 	defer cancel()
 
@@ -523,10 +519,6 @@ func TestAPIGenerateLogprobs(t *testing.T) {
 }
 
 func TestAPIChatLogprobs(t *testing.T) {
-	if testModel != "" {
-		// Logprobs requires runner support (e.g. llama.cpp has it, MLX does not).
-		t.Skip("logprobs not supported by all runners")
-	}
 	ctx, cancel := context.WithTimeout(context.Background(), 2*time.Minute)
 	defer cancel()
 

integration/audio_test.go

@@ -0,0 +1,259 @@
+//go:build integration
+
+package integration
+
+import (
+	"bytes"
+	"context"
+	"encoding/base64"
+	"encoding/json"
+	"fmt"
+	"io"
+	"mime/multipart"
+	"net/http"
+	"strings"
+	"testing"
+	"time"
+
+	"github.com/ollama/ollama/api"
+)
+
+var defaultAudioModels = []string{
+	"gemma4:e2b",
+	"gemma4:e4b",
+}
+
+// decodeTestAudio returns the test audio clip ("Why is the sky blue?", 16kHz mono WAV).
+func decodeTestAudio(t *testing.T) api.ImageData {
+	t.Helper()
+	data, err := base64.StdEncoding.DecodeString(audioEncodingPrompt)
+	if err != nil {
+		t.Fatalf("failed to decode test audio: %v", err)
+	}
+	return data
+}
+
+// setupAudioModel pulls the model, preloads it, and skips if it doesn't support audio.
+func setupAudioModel(ctx context.Context, t *testing.T, client *api.Client, model string) {
+	t.Helper()
+	requireCapability(ctx, t, client, model, "audio")
+	pullOrSkip(ctx, t, client, model)
+	err := client.Generate(ctx, &api.GenerateRequest{Model: model}, func(response api.GenerateResponse) error { return nil })
+	if err != nil {
+		t.Fatalf("failed to load model %s: %s", model, err)
+	}
+}
+
+// TestAudioTranscription tests that the model can transcribe audio to text.
+func TestAudioTranscription(t *testing.T) {
+	for _, model := range testModels(defaultAudioModels) {
+		t.Run(model, func(t *testing.T) {
+			ctx, cancel := context.WithTimeout(context.Background(), 2*time.Minute)
+			defer cancel()
+			client, _, cleanup := InitServerConnection(ctx, t)
+			defer cleanup()
+
+			setupAudioModel(ctx, t, client, model)
+			audio := decodeTestAudio(t)
+			noThink := &api.ThinkValue{Value: false}
+
+			req := api.ChatRequest{
+				Model: model,
+				Think: noThink,
+				Messages: []api.Message{
+					{
+						Role:    "system",
+						Content: "Transcribe the audio exactly as spoken. Output only the transcription.",
+					},
+					{
+						Role:    "user",
+						Content: "Transcribe this audio.",
+						Images:  []api.ImageData{audio},
+					},
+				},
+				Stream: &stream,
+				Options: map[string]any{
+					"temperature": 0,
+					"seed":        123,
+					"num_predict": 50,
+				},
+			}
+
+			// The audio says "Why is the sky blue?" — expect key words in transcription.
+			DoChat(ctx, t, client, req, []string{"sky", "blue"}, 60*time.Second, 10*time.Second)
+		})
+	}
+}
+
+// TestAudioResponse tests that the model can respond to a spoken question.
+func TestAudioResponse(t *testing.T) {
+	for _, model := range testModels(defaultAudioModels) {
+		t.Run(model, func(t *testing.T) {
+			ctx, cancel := context.WithTimeout(context.Background(), 2*time.Minute)
+			defer cancel()
+			client, _, cleanup := InitServerConnection(ctx, t)
+			defer cleanup()
+
+			setupAudioModel(ctx, t, client, model)
+			audio := decodeTestAudio(t)
+			noThink := &api.ThinkValue{Value: false}
+
+			req := api.ChatRequest{
+				Model: model,
+				Think: noThink,
+				Messages: []api.Message{
+					{
+						Role:    "user",
+						Content: "",
+						Images:  []api.ImageData{audio},
+					},
+				},
+				Stream: &stream,
+				Options: map[string]any{
+					"temperature": 0,
+					"seed":        123,
+					"num_predict": 200,
+				},
+			}
+
+			// The audio asks "Why is the sky blue?" — expect an answer about light/scattering.
+			DoChat(ctx, t, client, req, []string{
+				"scatter", "light", "blue", "atmosphere", "wavelength", "rayleigh",
+			}, 60*time.Second, 10*time.Second)
+		})
+	}
+}
+
+// TestOpenAIAudioTranscription tests the /v1/audio/transcriptions endpoint.
+func TestOpenAIAudioTranscription(t *testing.T) {
+	for _, model := range testModels(defaultAudioModels) {
+		t.Run(model, func(t *testing.T) {
+			ctx, cancel := context.WithTimeout(context.Background(), 2*time.Minute)
+			defer cancel()
+			client, endpoint, cleanup := InitServerConnection(ctx, t)
+			defer cleanup()
+
+			setupAudioModel(ctx, t, client, model)
+			audioBytes := decodeTestAudio(t)
+
+			// Build multipart form request.
+			var body bytes.Buffer
+			writer := multipart.NewWriter(&body)
+			writer.WriteField("model", model)
+			part, err := writer.CreateFormFile("file", "prompt.wav")
+			if err != nil {
+				t.Fatal(err)
+			}
+			part.Write(audioBytes)
+			writer.Close()
+
+			url := fmt.Sprintf("http://%s/v1/audio/transcriptions", endpoint)
+			req, err := http.NewRequestWithContext(ctx, http.MethodPost, url, &body)
+			if err != nil {
+				t.Fatal(err)
+			}
+			req.Header.Set("Content-Type", writer.FormDataContentType())
+
+			resp, err := http.DefaultClient.Do(req)
+			if err != nil {
+				t.Fatalf("request failed: %v", err)
+			}
+			defer resp.Body.Close()
+
+			if resp.StatusCode != http.StatusOK {
+				respBody, _ := io.ReadAll(resp.Body)
+				t.Fatalf("expected 200, got %d: %s", resp.StatusCode, string(respBody))
+			}
+
+			respBody, err := io.ReadAll(resp.Body)
+			if err != nil {
+				t.Fatal(err)
+			}
+
+			text := strings.ToLower(string(respBody))
+			if !strings.Contains(text, "sky") && !strings.Contains(text, "blue") {
+				t.Errorf("transcription response missing expected words, got: %s", string(respBody))
+			}
+		})
+	}
+}
+
+// TestOpenAIChatWithAudio tests /v1/chat/completions with input_audio content.
+func TestOpenAIChatWithAudio(t *testing.T) {
+	for _, model := range testModels(defaultAudioModels) {
+		t.Run(model, func(t *testing.T) {
+			ctx, cancel := context.WithTimeout(context.Background(), 2*time.Minute)
+			defer cancel()
+			client, endpoint, cleanup := InitServerConnection(ctx, t)
+			defer cleanup()
+
+			setupAudioModel(ctx, t, client, model)
+			audioB64 := audioEncodingPrompt
+
+			reqBody := fmt.Sprintf(`{
+				"model": %q,
+				"messages": [{
+					"role": "user",
+					"content": [
+						{"type": "input_audio", "input_audio": {"data": %q, "format": "wav"}}
+					]
+				}],
+				"temperature": 0,
+				"seed": 123,
+				"max_tokens": 200,
+				"think": false
+			}`, model, strings.TrimSpace(audioB64))
+
+			url := fmt.Sprintf("http://%s/v1/chat/completions", endpoint)
+			req, err := http.NewRequestWithContext(ctx, http.MethodPost, url, strings.NewReader(reqBody))
+			if err != nil {
+				t.Fatal(err)
+			}
+			req.Header.Set("Content-Type", "application/json")
+
+			resp, err := http.DefaultClient.Do(req)
+			if err != nil {
+				t.Fatalf("request failed: %v", err)
+			}
+			defer resp.Body.Close()
+
+			if resp.StatusCode != http.StatusOK {
+				respBody, _ := io.ReadAll(resp.Body)
+				t.Fatalf("expected 200, got %d: %s", resp.StatusCode, string(respBody))
+			}
+
+			respBytes, err := io.ReadAll(resp.Body)
+			if err != nil {
+				t.Fatalf("failed to read response: %v", err)
+			}
+
+			var result struct {
+				Choices []struct {
+					Message struct {
+						Content   string `json:"content"`
+						Reasoning string `json:"reasoning"`
+					} `json:"message"`
+				} `json:"choices"`
+			}
+			if err := json.Unmarshal(respBytes, &result); err != nil {
+				t.Fatalf("failed to decode response: %v", err)
+			}
+
+			if len(result.Choices) == 0 {
+				t.Fatal("no choices in response")
+			}
+
+			text := strings.ToLower(result.Choices[0].Message.Content + " " + result.Choices[0].Message.Reasoning)
+			found := false
+			for _, word := range []string{"sky", "blue", "scatter", "light", "atmosphere"} {
+				if strings.Contains(text, word) {
+					found = true
+					break
+				}
+			}
+			if !found {
+				t.Errorf("response missing expected words about sky/blue/light, got: %s", result.Choices[0].Message.Content)
+			}
+		})
+	}
+}

integration/context_test.go

@@ -51,6 +51,7 @@ func TestContextExhaustion(t *testing.T) {
 	ctx, cancel := context.WithTimeout(context.Background(), 5*time.Minute)
 	defer cancel()
 	// Set up the test data
+	thinkOff := api.ThinkValue{Value: false}
 	req := api.ChatRequest{
 		Model: smol,
 		Messages: []api.Message{
@@ -59,6 +60,7 @@ func TestContextExhaustion(t *testing.T) {
 				Content: "Write me a story in english with a lot of emojis",
 			},
 		},
+		Think:  &thinkOff,
 		Stream: &stream,
 		Options: map[string]any{
 			"temperature": 0,

integration/create_imagegen_test.go

@@ -0,0 +1,107 @@
+//go:build integration && imagegen
+
+package integration
+
+import (
+	"context"
+	"encoding/base64"
+	"os"
+	"path/filepath"
+	"strings"
+	"testing"
+	"time"
+
+	"github.com/ollama/ollama/api"
+)
+
+func TestCreateImageGen(t *testing.T) {
+	skipIfRemote(t)
+	skipUnderMinVRAM(t, 13)
+
+	// Allow overriding the model directory via env var for local testing,
+	// since the model is ~33GB and may already be downloaded elsewhere.
+	modelDir := os.Getenv("OLLAMA_TEST_IMAGEGEN_MODEL_DIR")
+	if modelDir == "" {
+		modelDir = filepath.Join(testdataModelsDir, "Z-Image-Turbo")
+		downloadHFModel(t, "Tongyi-MAI/Z-Image-Turbo", modelDir)
+	} else {
+		t.Logf("Using existing imagegen model at %s", modelDir)
+	}
+
+	// Verify it looks like a valid imagegen model directory
+	if _, err := os.Stat(filepath.Join(modelDir, "model_index.json")); err != nil {
+		t.Fatalf("model_index.json not found in %s — not a valid imagegen model directory", modelDir)
+	}
+
+	ensureMLXLibraryPath(t)
+
+	ctx, cancel := context.WithTimeout(context.Background(), 30*time.Minute)
+	defer cancel()
+
+	client, _, cleanup := InitServerConnection(ctx, t)
+	defer cleanup()
+
+	modelName := "test-z-image-turbo-create"
+
+	absModelDir, err := filepath.Abs(modelDir)
+	if err != nil {
+		t.Fatalf("Failed to get absolute path: %v", err)
+	}
+
+	// Create a Modelfile pointing to the diffusers model directory
+	tmpModelfile := filepath.Join(t.TempDir(), "Modelfile")
+	if err := os.WriteFile(tmpModelfile, []byte("FROM "+absModelDir+"\n"), 0o644); err != nil {
+		t.Fatalf("Failed to write Modelfile: %v", err)
+	}
+
+	t.Logf("Creating imagegen model from %s", absModelDir)
+	runOllamaCreate(ctx, t, modelName, "--experimental", "-f", tmpModelfile)
+
+	// Verify model exists via show
+	showReq := &api.ShowRequest{Name: modelName}
+	showResp, err := client.Show(ctx, showReq)
+	if err != nil {
+		t.Fatalf("Model show failed after create: %v", err)
+	}
+	t.Logf("Created model details: %+v", showResp.Details)
+
+	// Generate an image to verify the model isn't corrupted
+	t.Log("Generating test image...")
+	imageBase64, err := generateImage(ctx, client, modelName, "A red circle on a white background")
+	if err != nil {
+		if strings.Contains(err.Error(), "image generation not available") {
+			t.Skip("Target system does not support image generation")
+		} else if strings.Contains(err.Error(), "insufficient memory for image generation") {
+			t.Skip("insufficient memory for image generation")
+		} else if strings.Contains(err.Error(), "ollama-mlx: no such file or directory") {
+			t.Skip("unsupported architecture")
+		}
+		t.Fatalf("Image generation failed: %v", err)
+	}
+
+	// Verify we got valid image data
+	imageData, err := base64.StdEncoding.DecodeString(imageBase64)
+	if err != nil {
+		t.Fatalf("Failed to decode base64 image: %v", err)
+	}
+
+	t.Logf("Generated image: %d bytes", len(imageData))
+
+	if len(imageData) < 1000 {
+		t.Fatalf("Generated image suspiciously small (%d bytes), likely corrupted", len(imageData))
+	}
+
+	// Check for PNG or JPEG magic bytes
+	isPNG := len(imageData) >= 4 && imageData[0] == 0x89 && imageData[1] == 'P' && imageData[2] == 'N' && imageData[3] == 'G'
+	isJPEG := len(imageData) >= 2 && imageData[0] == 0xFF && imageData[1] == 0xD8
+	if !isPNG && !isJPEG {
+		t.Fatalf("Generated image is neither PNG nor JPEG (first bytes: %x)", imageData[:min(8, len(imageData))])
+	}
+	t.Logf("Image format validated (PNG=%v, JPEG=%v)", isPNG, isJPEG)
+
+	// Cleanup: delete the model
+	deleteReq := &api.DeleteRequest{Model: modelName}
+	if err := client.Delete(ctx, deleteReq); err != nil {
+		t.Logf("Warning: failed to delete test model: %v", err)
+	}
+}

integration/create_test.go

@@ -0,0 +1,350 @@
+//go:build integration
+
+package integration
+
+import (
+	"context"
+	"io"
+	"net"
+	"os"
+	"os/exec"
+	"path/filepath"
+	"strings"
+	"testing"
+	"time"
+
+	"github.com/ollama/ollama/api"
+)
+
+const testdataModelsDir = "testdata/models"
+
+// skipIfRemote skips the test if OLLAMA_HOST points to a non-local server.
+// Safetensors/imagegen creation requires localhost since it reads model files
+// from disk and uses the --experimental CLI path.
+func skipIfRemote(t *testing.T) {
+	t.Helper()
+	host := os.Getenv("OLLAMA_HOST")
+	if host == "" {
+		return // default is localhost
+	}
+	// Strip scheme if present
+	_, hostport, ok := strings.Cut(host, "://")
+	if !ok {
+		hostport = host
+	}
+	h, _, err := net.SplitHostPort(hostport)
+	if err != nil {
+		h = hostport
+	}
+	if h == "" || h == "localhost" {
+		return
+	}
+	ip := net.ParseIP(h)
+	if ip != nil && (ip.IsLoopback() || ip.IsUnspecified()) {
+		return
+	}
+	t.Skipf("safetensors/imagegen creation requires a local server (OLLAMA_HOST=%s)", host)
+}
+
+// findHFCLI returns the path to the HuggingFace CLI, or "" if not found.
+func findHFCLI() string {
+	for _, name := range []string{"huggingface-cli", "hf"} {
+		if p, err := exec.LookPath(name); err == nil {
+			return p
+		}
+	}
+	return ""
+}
+
+// downloadHFModel idempotently downloads a HuggingFace model to destDir.
+// Skips the test if CLI is missing and model isn't already present.
+func downloadHFModel(t *testing.T, repo, destDir string, extraArgs ...string) {
+	t.Helper()
+
+	// Check if model already exists
+	if _, err := os.Stat(destDir); err == nil {
+		entries, err := os.ReadDir(destDir)
+		if err == nil && len(entries) > 0 {
+			t.Logf("Model %s already present at %s", repo, destDir)
+			return
+		}
+	}
+
+	cli := findHFCLI()
+	if cli == "" {
+		t.Skipf("HuggingFace CLI not found and model %s not present at %s", repo, destDir)
+	}
+
+	t.Logf("Downloading %s to %s", repo, destDir)
+	os.MkdirAll(destDir, 0o755)
+
+	ctx, cancel := context.WithTimeout(context.Background(), 30*time.Minute)
+	defer cancel()
+
+	args := []string{"download", repo, "--local-dir", destDir}
+	args = append(args, extraArgs...)
+	cmd := exec.CommandContext(ctx, cli, args...)
+	cmd.Stdout = os.Stdout
+	cmd.Stderr = os.Stderr
+	if err := cmd.Run(); err != nil {
+		t.Fatalf("Failed to download %s: %v", repo, err)
+	}
+}
+
+// ollamaBin returns the path to the ollama binary to use for tests.
+// Prefers OLLAMA_BIN env, then falls back to the built binary at ../ollama
+// (same binary the integration test server uses).
+func ollamaBin() string {
+	if bin := os.Getenv("OLLAMA_BIN"); bin != "" {
+		return bin
+	}
+	if abs, err := filepath.Abs("../ollama"); err == nil {
+		if _, err := os.Stat(abs); err == nil {
+			return abs
+		}
+	}
+	return "ollama"
+}
+
+// ensureMLXLibraryPath sets OLLAMA_LIBRARY_PATH so the MLX dynamic library
+// is discoverable. Integration tests run from integration/ dir, so the
+// default CWD-based search won't find the library at the repo root.
+func ensureMLXLibraryPath(t *testing.T) {
+	t.Helper()
+	if libPath, err := filepath.Abs("../build/lib/ollama"); err == nil {
+		if _, err := os.Stat(libPath); err == nil {
+			if existing := os.Getenv("OLLAMA_LIBRARY_PATH"); existing != "" {
+				t.Setenv("OLLAMA_LIBRARY_PATH", existing+string(filepath.ListSeparator)+libPath)
+			} else {
+				t.Setenv("OLLAMA_LIBRARY_PATH", libPath)
+			}
+		}
+	}
+}
+
+// runOllamaCreate runs "ollama create" as a subprocess. Skips the test if
+// the error indicates the server is remote.
+func runOllamaCreate(ctx context.Context, t *testing.T, args ...string) {
+	t.Helper()
+	createCmd := exec.CommandContext(ctx, ollamaBin(), append([]string{"create"}, args...)...)
+	var createStderr strings.Builder
+	createCmd.Stdout = os.Stdout
+	createCmd.Stderr = io.MultiWriter(os.Stderr, &createStderr)
+	if err := createCmd.Run(); err != nil {
+		if strings.Contains(createStderr.String(), "remote") {
+			t.Skip("safetensors creation requires a local server")
+		}
+		t.Fatalf("ollama create failed: %v", err)
+	}
+}
+
+func TestCreateSafetensorsLLM(t *testing.T) {
+	skipIfRemote(t)
+
+	modelDir := filepath.Join(testdataModelsDir, "TinyLlama-1.1B")
+	downloadHFModel(t, "TinyLlama/TinyLlama-1.1B-Chat-v1.0", modelDir)
+
+	ensureMLXLibraryPath(t)
+
+	ctx, cancel := context.WithTimeout(context.Background(), 10*time.Minute)
+	defer cancel()
+
+	client, _, cleanup := InitServerConnection(ctx, t)
+	defer cleanup()
+
+	modelName := "test-tinyllama-safetensors"
+
+	absModelDir, err := filepath.Abs(modelDir)
+	if err != nil {
+		t.Fatalf("Failed to get absolute path: %v", err)
+	}
+
+	// Create a Modelfile pointing to the model directory.
+	// Include a chat template since the safetensors importer doesn't extract
+	// chat_template from tokenizer_config.json yet.
+	modelfileContent := "FROM " + absModelDir + "\n" +
+		"TEMPLATE \"{{ if .System }}<|system|>\n{{ .System }}</s>\n{{ end }}" +
+		"{{ if .Prompt }}<|user|>\n{{ .Prompt }}</s>\n{{ end }}" +
+		"<|assistant|>\n{{ .Response }}</s>\n\"\n"
+	tmpModelfile := filepath.Join(t.TempDir(), "Modelfile")
+	if err := os.WriteFile(tmpModelfile, []byte(modelfileContent), 0o644); err != nil {
+		t.Fatalf("Failed to write Modelfile: %v", err)
+	}
+
+	runOllamaCreate(ctx, t, modelName, "--experimental", "-f", tmpModelfile)
+
+	// Verify model exists via show
+	showReq := &api.ShowRequest{Name: modelName}
+	showResp, err := client.Show(ctx, showReq)
+	if err != nil {
+		t.Fatalf("Model show failed after create: %v", err)
+	}
+	t.Logf("Created model details: %+v", showResp.Details)
+
+	// Use the chat API for proper template application.
+	chatReq := &api.ChatRequest{
+		Model: modelName,
+		Messages: []api.Message{
+			{Role: "user", Content: "Write a short sentence about the weather."},
+		},
+		Options: map[string]interface{}{
+			"num_predict": 20,
+			"temperature": 0.0,
+		},
+	}
+
+	var output strings.Builder
+	err = client.Chat(ctx, chatReq, func(resp api.ChatResponse) error {
+		output.WriteString(resp.Message.Content)
+		return nil
+	})
+	if err != nil {
+		t.Fatalf("Chat failed: %v", err)
+	}
+
+	text := output.String()
+	t.Logf("Generated output: %q", text)
+	assertCoherentOutput(t, text)
+
+	// Cleanup: delete the model
+	deleteReq := &api.DeleteRequest{Model: modelName}
+	if err := client.Delete(ctx, deleteReq); err != nil {
+		t.Logf("Warning: failed to delete test model: %v", err)
+	}
+}
+
+func TestCreateGGUF(t *testing.T) {
+	modelDir := filepath.Join(testdataModelsDir, "Llama-3.2-1B-GGUF")
+	downloadHFModel(t, "bartowski/Llama-3.2-1B-Instruct-GGUF", modelDir,
+		"--include", "Llama-3.2-1B-Instruct-IQ3_M.gguf")
+
+	// Find the GGUF file
+	entries, err := os.ReadDir(modelDir)
+	if err != nil {
+		t.Fatalf("Failed to read model dir: %v", err)
+	}
+
+	var ggufPath string
+	for _, e := range entries {
+		if filepath.Ext(e.Name()) == ".gguf" {
+			ggufPath = filepath.Join(modelDir, e.Name())
+			break
+		}
+	}
+	if ggufPath == "" {
+		t.Skip("No GGUF file found in model directory")
+	}
+
+	absGGUF, err := filepath.Abs(ggufPath)
+	if err != nil {
+		t.Fatalf("Failed to get absolute path: %v", err)
+	}
+
+	ctx, cancel := context.WithTimeout(context.Background(), 10*time.Minute)
+	defer cancel()
+
+	client, _, cleanup := InitServerConnection(ctx, t)
+	defer cleanup()
+
+	modelName := "test-llama32-gguf"
+
+	// Create a Modelfile and use the CLI
+	tmpModelfile := filepath.Join(t.TempDir(), "Modelfile")
+	if err := os.WriteFile(tmpModelfile, []byte("FROM "+absGGUF+"\n"), 0o644); err != nil {
+		t.Fatalf("Failed to write Modelfile: %v", err)
+	}
+
+	createCmd := exec.CommandContext(ctx, ollamaBin(), "create", modelName, "-f", tmpModelfile)
+	createCmd.Stdout = os.Stdout
+	createCmd.Stderr = os.Stderr
+	if err := createCmd.Run(); err != nil {
+		t.Fatalf("ollama create failed: %v", err)
+	}
+
+	// Verify model exists
+	showReq := &api.ShowRequest{Name: modelName}
+	_, err = client.Show(ctx, showReq)
+	if err != nil {
+		t.Fatalf("Model show failed after create: %v", err)
+	}
+
+	// Generate and verify output is coherent
+	genReq := &api.GenerateRequest{
+		Model:  modelName,
+		Prompt: "Write a short sentence about the weather.",
+		Options: map[string]interface{}{
+			"num_predict": 20,
+			"temperature": 0.0,
+		},
+	}
+
+	var output strings.Builder
+	err = client.Generate(ctx, genReq, func(resp api.GenerateResponse) error {
+		output.WriteString(resp.Response)
+		return nil
+	})
+	if err != nil {
+		t.Fatalf("Generate failed: %v", err)
+	}
+
+	text := output.String()
+	t.Logf("Generated output: %q", text)
+	assertCoherentOutput(t, text)
+
+	// Cleanup
+	deleteReq := &api.DeleteRequest{Model: modelName}
+	if err := client.Delete(ctx, deleteReq); err != nil {
+		t.Logf("Warning: failed to delete test model: %v", err)
+	}
+}
+
+// assertCoherentOutput checks that model output looks like real language, not
+// garbled binary or repeated garbage. This catches corrupted model creation
+// where inference "works" but produces nonsense.
+func assertCoherentOutput(t *testing.T, text string) {
+	t.Helper()
+
+	if len(text) == 0 {
+		t.Fatal("model produced empty output")
+	}
+
+	// Check minimum length — 20 tokens should produce at least a few words
+	if len(text) < 5 {
+		t.Fatalf("model output suspiciously short (%d bytes): %q", len(text), text)
+	}
+
+	// Check for mostly-printable ASCII/Unicode — garbled models often emit
+	// high ratios of control characters or replacement characters
+	unprintable := 0
+	for _, r := range text {
+		if r < 0x20 && r != '\n' && r != '\r' && r != '\t' {
+			unprintable++
+		}
+		if r == '\ufffd' { // Unicode replacement character
+			unprintable++
+		}
+	}
+	ratio := float64(unprintable) / float64(len([]rune(text)))
+	if ratio > 0.3 {
+		t.Fatalf("model output is %.0f%% unprintable characters (likely garbled): %q", ratio*100, text)
+	}
+
+	// Check it contains at least one space — real language has word boundaries
+	if !strings.Contains(text, " ") {
+		t.Fatalf("model output contains no spaces (likely garbled): %q", text)
+	}
+
+	// Check for excessive repetition — a broken model might repeat one token
+	words := strings.Fields(text)
+	if len(words) >= 4 {
+		counts := map[string]int{}
+		for _, w := range words {
+			counts[strings.ToLower(w)]++
+		}
+		for w, c := range counts {
+			if c > len(words)*3/4 {
+				t.Fatalf("model output is excessively repetitive (%q appears %d/%d times): %q", w, c, len(words), text)
+			}
+		}
+	}
+}

integration/llm_image_test.go

@@ -15,6 +15,7 @@ func TestVisionModels(t *testing.T) {
 	skipUnderMinVRAM(t, 6)
 
 	defaultVisionModels := []string{
+		"gemma4",
 		"qwen2.5vl",
 		"llama3.2-vision",
 		"gemma3",
@@ -23,6 +24,8 @@ func TestVisionModels(t *testing.T) {
 		"ministral-3",
 	}
 
+	skipIfNoVisionOverride(t)
+
 	for _, model := range testModels(defaultVisionModels) {
 		t.Run(model, func(t *testing.T) {
 			ctx, cancel := context.WithTimeout(context.Background(), 5*time.Minute)
@@ -30,10 +33,7 @@ func TestVisionModels(t *testing.T) {
 			client, _, cleanup := InitServerConnection(ctx, t)
 			defer cleanup()
 
-			if testModel != "" {
-				requireCapability(ctx, t, client, model, "vision")
-			}
-
+			requireCapability(ctx, t, client, model, "vision")
 			pullOrSkip(ctx, t, client, model)
 
 			image, err := base64.StdEncoding.DecodeString(imageEncoding)

integration/thinking_test.go

@@ -0,0 +1,155 @@
+//go:build integration
+
+package integration
+
+import (
+	"context"
+	"strings"
+	"testing"
+	"time"
+
+	"github.com/ollama/ollama/api"
+)
+
+// TestThinkingEnabled verifies that when thinking is requested, the model
+// produces both thinking and content output without leaking raw channel tags.
+func TestThinkingEnabled(t *testing.T) {
+	ctx, cancel := context.WithTimeout(context.Background(), 5*time.Minute)
+	defer cancel()
+
+	client, _, cleanup := InitServerConnection(ctx, t)
+	defer cleanup()
+
+	models := testModels([]string{smol})
+	for _, modelName := range models {
+		t.Run(modelName, func(t *testing.T) {
+			requireCapability(ctx, t, client, modelName, "thinking")
+			pullOrSkip(ctx, t, client, modelName)
+
+			think := api.ThinkValue{Value: true}
+			stream := false
+			req := api.ChatRequest{
+				Model:  modelName,
+				Stream: &stream,
+				Think:  &think,
+				Messages: []api.Message{
+					{Role: "user", Content: "What is 12 * 15? Think step by step."},
+				},
+				Options: map[string]any{
+					"temperature": 0,
+					"seed":        42,
+					"num_predict": 512,
+				},
+			}
+
+			var response api.ChatResponse
+			err := client.Chat(ctx, &req, func(cr api.ChatResponse) error {
+				response = cr
+				return nil
+			})
+			if err != nil {
+				if strings.Contains(err.Error(), "model requires more system memory") {
+					t.Skip("model too large for test system")
+				}
+				t.Fatalf("chat failed: %v", err)
+			}
+
+			content := response.Message.Content
+			thinking := response.Message.Thinking
+
+			// Thinking should be non-empty when thinking is enabled
+			if thinking == "" {
+				t.Error("expected non-empty thinking output when thinking is enabled")
+			}
+
+			// The answer (180) should appear in thinking, content, or both.
+			// Some models put everything in thinking and leave content empty
+			// if they hit the token limit while still thinking.
+			combined := thinking + " " + content
+			if !strings.Contains(combined, "180") {
+				t.Errorf("expected '180' in thinking or content, got thinking=%q content=%q", thinking, content)
+			}
+
+			// Neither thinking nor content should contain raw channel tags
+			if strings.Contains(content, "<|channel>") || strings.Contains(content, "<channel|>") {
+				t.Errorf("content contains raw channel tags: %s", content)
+			}
+			if strings.Contains(thinking, "<|channel>") || strings.Contains(thinking, "<channel|>") {
+				t.Errorf("thinking contains raw channel tags: %s", thinking)
+			}
+
+			t.Logf("thinking (%d chars): %.100s...", len(thinking), thinking)
+			t.Logf("content (%d chars): %s", len(content), content)
+		})
+	}
+}
+
+// TestThinkingSuppressed verifies that when thinking is NOT requested,
+// the model does not leak thinking/channel content into the response.
+func TestThinkingSuppressed(t *testing.T) {
+	ctx, cancel := context.WithTimeout(context.Background(), 5*time.Minute)
+	defer cancel()
+
+	client, _, cleanup := InitServerConnection(ctx, t)
+	defer cleanup()
+
+	models := testModels([]string{smol})
+	for _, modelName := range models {
+		t.Run(modelName, func(t *testing.T) {
+			requireCapability(ctx, t, client, modelName, "thinking")
+			pullOrSkip(ctx, t, client, modelName)
+
+			stream := false
+			req := api.ChatRequest{
+				Model:  modelName,
+				Stream: &stream,
+				// Think is nil — thinking not requested
+				Messages: []api.Message{
+					{Role: "user", Content: "What is the capital of Japan? Answer in one word."},
+				},
+				Options: map[string]any{
+					"temperature": 0,
+					"seed":        42,
+					"num_predict": 64,
+				},
+			}
+
+			var response api.ChatResponse
+			err := client.Chat(ctx, &req, func(cr api.ChatResponse) error {
+				response = cr
+				return nil
+			})
+			if err != nil {
+				if strings.Contains(err.Error(), "model requires more system memory") {
+					t.Skip("model too large for test system")
+				}
+				t.Fatalf("chat failed: %v", err)
+			}
+
+			content := response.Message.Content
+			thinking := response.Message.Thinking
+
+			// The answer should appear in content or thinking
+			combined := content + " " + thinking
+			if !strings.Contains(combined, "Tokyo") {
+				t.Errorf("expected 'Tokyo' in content or thinking, got content=%q thinking=%q", content, thinking)
+			}
+
+			// Content must NOT contain channel/thinking tags
+			if strings.Contains(content, "<|channel>") || strings.Contains(content, "<channel|>") {
+				t.Errorf("content contains leaked channel tags when thinking not requested: %s", content)
+			}
+			if strings.Contains(content, "thought") && strings.Contains(content, "<channel|>") {
+				t.Errorf("content contains leaked thinking block: %s", content)
+			}
+
+			// Thinking field should ideally be empty when not requested.
+			// Some small models may still produce thinking output; log but don't fail.
+			if thinking != "" {
+				t.Logf("WARNING: model produced thinking output when not requested (%d chars): %.100s...", len(thinking), thinking)
+			}
+
+			t.Logf("content: %s", content)
+		})
+	}
+}

integration/tools_test.go

@@ -30,6 +30,7 @@ func TestAPIToolCalling(t *testing.T) {
 	defer cleanup()
 
 	minVRAM := map[string]uint64{
+		"gemma4":        8,
 		"qwen3-vl":      16,
 		"gpt-oss:20b":   16,
 		"gpt-oss:120b":  70,

integration/utils_test.go

@@ -45,6 +45,7 @@ var (
 
 	// Note: add newer models at the top of the list to test them first
 	ollamaEngineChatModels = []string{
+		"gemma4",
 		"lfm2.5-thinking",
 		"ministral-3",
 		"qwen3-coder:30b",
@@ -137,6 +138,7 @@ var (
 		"gemma2",
 		"gemma3",
 		"gemma3n",
+		"gemma4",
 		"glm4",
 		"goliath",
 		"gpt-oss:20b",
@@ -272,6 +274,7 @@ var (
 		"snowflake-arctic-embed2",
 	}
 	libraryToolsModels = []string{
+		"gemma4",
 		"lfm2.5-thinking",
 		"qwen3-vl",
 		"gpt-oss:20b",