diff --git a/web-app/src/containers/dialogs/EditModel.tsx b/web-app/src/containers/dialogs/EditModel.tsx
index 1daf61475..0acaf0a7a 100644
--- a/web-app/src/containers/dialogs/EditModel.tsx
+++ b/web-app/src/containers/dialogs/EditModel.tsx
@@ -7,13 +7,18 @@ import {
   DialogTrigger,
 } from '@/components/ui/dialog'
 import { Switch } from '@/components/ui/switch'
+import {
+  Tooltip,
+  TooltipContent,
+  TooltipTrigger,
+} from '@/components/ui/tooltip'
 import { useModelProvider } from '@/hooks/useModelProvider'
 import {
   IconPencil,
   IconEye,
   IconTool,
-  IconWorld,
-  IconAtom,
+  // IconWorld,
+  // IconAtom,
   IconCodeCircle2,
 } from '@tabler/icons-react'
 import { useState, useEffect } from 'react'
@@ -143,20 +148,6 @@ export const DialogEditModel = ({
         <div className="py-1">
           <h3 className="text-sm font-medium mb-3">Capabilities</h3>
           <div className="space-y-4">
-            <div className="flex items-center justify-between">
-              <div className="flex items-center space-x-2">
-                <IconEye className="size-4 text-main-view-fg/70" />
-                <span className="text-sm">Vision</span>
-              </div>
-              <Switch
-                id="vision-capability"
-                checked={capabilities.vision}
-                onCheckedChange={(checked) =>
-                  handleCapabilityChange('vision', checked)
-                }
-              />
-            </div>
-
             <div className="flex items-center justify-between">
               <div className="flex items-center space-x-2">
                 <IconTool className="size-4 text-main-view-fg/70" />
@@ -173,19 +164,45 @@ export const DialogEditModel = ({
 
             <div className="flex items-center justify-between">
               <div className="flex items-center space-x-2">
-                <IconCodeCircle2 className="size-4 text-main-view-fg/70" />
-                <span className="text-sm">Embeddings</span>
+                <IconEye className="size-4 text-main-view-fg/70" />
+                <span className="text-sm">Vision</span>
               </div>
-              <Switch
-                id="embedding-capability"
-                checked={capabilities.embeddings}
-                onCheckedChange={(checked) =>
-                  handleCapabilityChange('embeddings', checked)
-                }
-              />
+              <Tooltip>
+                <TooltipTrigger>
+                  <Switch
+                    id="vision-capability"
+                    checked={capabilities.vision}
+                    disabled={true}
+                    onCheckedChange={(checked) =>
+                      handleCapabilityChange('vision', checked)
+                    }
+                  />
+                </TooltipTrigger>
+                <TooltipContent>Not available yet</TooltipContent>
+              </Tooltip>
             </div>
 
             <div className="flex items-center justify-between">
+              <div className="flex items-center space-x-2">
+                <IconCodeCircle2 className="size-4 text-main-view-fg/70" />
+                <span className="text-sm">Embeddings</span>
+              </div>
+              <Tooltip>
+                <TooltipTrigger>
+                  <Switch
+                    id="embedding-capability"
+                    disabled={true}
+                    checked={capabilities.embeddings}
+                    onCheckedChange={(checked) =>
+                      handleCapabilityChange('embeddings', checked)
+                    }
+                  />
+                </TooltipTrigger>
+                <TooltipContent>Not available yet</TooltipContent>
+              </Tooltip>
+            </div>
+
+            {/* <div className="flex items-center justify-between">
               <div className="flex items-center space-x-2">
                 <IconWorld className="size-4 text-main-view-fg/70" />
                 <span className="text-sm">Web Search</span>
@@ -197,9 +214,9 @@ export const DialogEditModel = ({
                   handleCapabilityChange('web_search', checked)
                 }
               />
-            </div>
+            </div> */}
 
-            <div className="flex items-center justify-between">
+            {/* <div className="flex items-center justify-between">
               <div className="flex items-center space-x-2">
                 <IconAtom className="size-4 text-main-view-fg/70" />
                 <span className="text-sm">Reasoning</span>
@@ -211,7 +228,7 @@ export const DialogEditModel = ({
                   handleCapabilityChange('reasoning', checked)
                 }
               />
-            </div>
+            </div> */}
           </div>
         </div>
       </DialogContent>
diff --git a/web-app/src/lib/predefined.ts b/web-app/src/lib/predefined.ts
index 4fdc24cb9..216b08786 100644
--- a/web-app/src/lib/predefined.ts
+++ b/web-app/src/lib/predefined.ts
@@ -26,7 +26,8 @@ export const modelSettings = {
   temperature: {
     key: 'temp',
     title: 'Temperature',
-    description: 'Temperature for sampling (higher = more random).',
+    description:
+      'Temperature for sampling (higher = more random). This is the default setting on load and can be overridden by the assistant settings.',
     controller_type: 'input',
     controller_props: {
       value: 0.8,
@@ -39,7 +40,8 @@ export const modelSettings = {
   top_k: {
     key: 'top_k',
     title: 'Top K',
-    description: 'Top-K sampling (0 = disabled).',
+    description:
+      'Top-K sampling (0 = disabled). This is the default setting on load and can be overridden by the assistant settings.',
     controller_type: 'input',
     controller_props: {
       value: 40,
@@ -50,7 +52,8 @@ export const modelSettings = {
   top_p: {
     key: 'top_p',
     title: 'Top P',
-    description: 'Top-P sampling (1.0 = disabled).',
+    description:
+      'Top-P sampling (1.0 = disabled). This is the default setting on load and can be overridden by the assistant settings.',
     controller_type: 'input',
     controller_props: {
       value: 0.9,
@@ -61,7 +64,8 @@ export const modelSettings = {
   min_p: {
     key: 'min_p',
     title: 'Min P',
-    description: 'Min-P sampling (0.0 = disabled).',
+    description:
+      'Min-P sampling (0.0 = disabled). This is the default setting on load and can be overridden by the assistant settings.',
     controller_type: 'input',
     controller_props: {
       value: 0.1,
@@ -73,7 +77,7 @@ export const modelSettings = {
     key: 'repeat_last_n',
     title: 'Repeat Last N',
     description:
-      'Number of tokens to consider for repeat penalty (0 = disabled, -1 = ctx_size).',
+      'Number of tokens to consider for repeat penalty (0 = disabled, -1 = ctx_size). This is the default setting on load and can be overridden by the assistant settings.',
     controller_type: 'input',
     controller_props: {
       value: 64,
@@ -84,7 +88,8 @@ export const modelSettings = {
   repeat_penalty: {
     key: 'repeat_penalty',
     title: 'Repeat Penalty',
-    description: 'Penalize repeating token sequences (1.0 = disabled).',
+    description:
+      'Penalize repeating token sequences (1.0 = disabled). This is the default setting on load and can be overridden by the assistant settings.',
     controller_type: 'input',
     controller_props: {
       value: 1.0,
@@ -95,7 +100,8 @@ export const modelSettings = {
   presence_penalty: {
     key: 'presence_penalty',
     title: 'Presence Penalty',
-    description: 'Repeat alpha presence penalty (0.0 = disabled).',
+    description:
+      'Repeat alpha presence penalty (0.0 = disabled). This is the default setting on load and can be overridden by the assistant settings.',
     controller_type: 'input',
     controller_props: {
       value: 0.0,
@@ -106,7 +112,8 @@ export const modelSettings = {
   frequency_penalty: {
     key: 'frequency_penalty',
     title: 'Frequency Penalty',
-    description: 'Repeat alpha frequency penalty (0.0 = disabled).',
+    description:
+      'Repeat alpha frequency penalty (0.0 = disabled). This is the default setting on load and can be overridden by the assistant settings.',
     controller_type: 'input',
     controller_props: {
       value: 0.0,