diff --git a/core/http/react-ui/e2e/models-gallery.spec.js b/core/http/react-ui/e2e/models-gallery.spec.js
index 5b3f4242f..8b3157635 100644
--- a/core/http/react-ui/e2e/models-gallery.spec.js
+++ b/core/http/react-ui/e2e/models-gallery.spec.js
@@ -282,14 +282,14 @@ test.describe('Models Gallery - Fits In GPU Filter', () => {
     await expect(page.locator('th', { hasText: 'Backend' })).toBeVisible({ timeout: 10_000 })
   })
 
-  test('fits checkbox is visible when GPU resources are available', async ({ page }) => {
-    await expect(page.getByText('Fits in my GPU')).toBeVisible()
+  test('fits toggle is visible when GPU resources are available', async ({ page }) => {
+    await expect(page.getByText('Fits in GPU')).toBeVisible()
   })
 
   test('enabling fits filter hides models that exceed available VRAM', async ({ page }) => {
     await expect(page.locator('tr', { hasText: 'stablediffusion-model' })).toBeVisible()
 
-    await page.getByLabel('Fits in my GPU').check()
+    await page.getByLabel('Fits in GPU').check()
 
     await expect(page.locator('tr', { hasText: 'stablediffusion-model' })).toHaveCount(0)
     await expect(page.locator('tr', { hasText: 'llama-model' })).toBeVisible()
@@ -298,8 +298,8 @@ test.describe('Models Gallery - Fits In GPU Filter', () => {
   })
 
   test('fits filter state persists after reload', async ({ page }) => {
-    await page.getByLabel('Fits in my GPU').check()
+    await page.getByLabel('Fits in GPU').check()
     await page.reload()
-    await expect(page.getByLabel('Fits in my GPU')).toBeChecked()
+    await expect(page.getByLabel('Fits in GPU')).toBeChecked()
   })
 })
diff --git a/core/http/react-ui/public/locales/de/models.json b/core/http/react-ui/public/locales/de/models.json
index affe4ae1d..e5929d832 100644
--- a/core/http/react-ui/public/locales/de/models.json
+++ b/core/http/react-ui/public/locales/de/models.json
@@ -23,7 +23,7 @@
     "diarization": "Diarisierung",
     "embedding": "Embedding",
     "rerank": "Rerank",
-    "fitsGpu": "Passt in meine GPU",
+    "fitsGpu": "Passt in die GPU",
     "allBackends": "Alle Backends",
     "searchBackends": "Backends suchen..."
   },
diff --git a/core/http/react-ui/public/locales/en/models.json b/core/http/react-ui/public/locales/en/models.json
index 0e3832ce8..603bd809c 100644
--- a/core/http/react-ui/public/locales/en/models.json
+++ b/core/http/react-ui/public/locales/en/models.json
@@ -29,7 +29,7 @@
     "rerank": "Rerank",
     "detection": "Detection",
     "vad": "VAD",
-    "fitsGpu": "Fits in my GPU",
+    "fitsGpu": "Fits in GPU",
     "allBackends": "All Backends",
     "searchBackends": "Search backends..."
   },
diff --git a/core/http/react-ui/public/locales/es/models.json b/core/http/react-ui/public/locales/es/models.json
index 8a3f9399f..ac4275fbb 100644
--- a/core/http/react-ui/public/locales/es/models.json
+++ b/core/http/react-ui/public/locales/es/models.json
@@ -23,7 +23,7 @@
     "diarization": "Diarización",
     "embedding": "Embedding",
     "rerank": "Rerank",
-    "fitsGpu": "Cabe en mi GPU",
+    "fitsGpu": "Cabe en la GPU",
     "allBackends": "Todos los backends",
     "searchBackends": "Buscar backends..."
   },
diff --git a/core/http/react-ui/public/locales/it/models.json b/core/http/react-ui/public/locales/it/models.json
index 273e4cb62..25c371eb1 100644
--- a/core/http/react-ui/public/locales/it/models.json
+++ b/core/http/react-ui/public/locales/it/models.json
@@ -23,7 +23,7 @@
     "diarization": "Diarizzazione",
     "embedding": "Embedding",
     "rerank": "Rerank",
-    "fitsGpu": "Entra nella mia GPU",
+    "fitsGpu": "Entra nella GPU",
     "allBackends": "Tutti i backend",
     "searchBackends": "Cerca backend..."
   },
diff --git a/core/http/react-ui/public/locales/zh-CN/models.json b/core/http/react-ui/public/locales/zh-CN/models.json
index 19025fd37..246153e68 100644
--- a/core/http/react-ui/public/locales/zh-CN/models.json
+++ b/core/http/react-ui/public/locales/zh-CN/models.json
@@ -23,7 +23,7 @@
     "diarization": "说话人分离",
     "embedding": "嵌入",
     "rerank": "重排",
-    "fitsGpu": "适合我的 GPU",
+    "fitsGpu": "适合 GPU",
     "allBackends": "所有后端",
     "searchBackends": "搜索后端..."
   },
diff --git a/core/http/react-ui/src/pages/Models.jsx b/core/http/react-ui/src/pages/Models.jsx
index 6ce87f804..761f07142 100644
--- a/core/http/react-ui/src/pages/Models.jsx
+++ b/core/http/react-ui/src/pages/Models.jsx
@@ -9,6 +9,7 @@ import { useResources } from '../hooks/useResources'
 import SearchableSelect from '../components/SearchableSelect'
 import ConfirmDialog from '../components/ConfirmDialog'
 import GalleryLoader from '../components/GalleryLoader'
+import Toggle from '../components/Toggle'
 import React from 'react'
 
 
@@ -325,6 +326,13 @@ export default function Models() {
             </button>
           )
         })}
+        {totalGpuMemory > 0 && (
+          <label className="filter-bar-group__toggle" style={{ marginLeft: 'auto' }}>
+            <Toggle checked={fitsFilter} onChange={setFitsFilter} />
+            <i className="fas fa-microchip" />
+            <span>{t('filters.fitsGpu')}</span>
+          </label>
+        )}
         {allBackends.length > 0 && (
           <SearchableSelect
             value={backendFilter}
@@ -333,7 +341,7 @@ export default function Models() {
             placeholder={t('filters.allBackends')}
             allOption={t('filters.allBackends')}
             searchPlaceholder={t('filters.searchBackends')}
-            style={{ marginLeft: 'auto' }}
+            style={totalGpuMemory > 0 ? undefined : { marginLeft: 'auto' }}
           />
         )}
       </div>
@@ -355,16 +363,6 @@ export default function Models() {
         <span style={{ fontWeight: 600, minWidth: '3em' }}>
           {CONTEXT_LABELS[CONTEXT_SIZES.indexOf(contextSize)]}
         </span>
-        {totalGpuMemory > 0 && (
-          <label style={{ marginLeft: 'auto', display: 'inline-flex', alignItems: 'center', gap: 'var(--spacing-xs)', color: 'var(--color-text-secondary)', cursor: 'pointer' }}>
-            <input
-              type="checkbox"
-              checked={fitsFilter}
-              onChange={(e) => setFitsFilter(e.target.checked)}
-            />
-            <span>{t('filters.fitsGpu')}</span>
-          </label>
-        )}
       </div>
 
       {/* Table */}