diff --git a/modules/libpref/init/all.js b/modules/libpref/init/all.js
index 3d99c169b060..95bcd7179309 100644
--- a/modules/libpref/init/all.js
+++ b/modules/libpref/init/all.js
@@ -1796,11 +1796,10 @@ pref("extensions.browser_style_mv3.supported", false);
 pref("extensions.browser_style_mv3.same_as_mv2", false);
 
 // Experimental Inference API
-#ifdef NIGHTLY_BUILD
-  pref("extensions.ml.enabled", true);
-#else
-  pref("extensions.ml.enabled", false);
-#endif
+pref("extensions.ml.enabled", true);
+
+// Local model management page enabled
+pref("extensions.htmlaboutaddons.local_model_management", true);
 
 // Middle-mouse handling
 pref("middlemouse.paste", false);
diff --git a/toolkit/mozapps/extensions/internal/ModelHubProvider.sys.mjs b/toolkit/mozapps/extensions/internal/ModelHubProvider.sys.mjs
index 630ee292f6c2..36d0e5f301e1 100644
--- a/toolkit/mozapps/extensions/internal/ModelHubProvider.sys.mjs
+++ b/toolkit/mozapps/extensions/internal/ModelHubProvider.sys.mjs
@@ -17,8 +17,8 @@ ChromeUtils.defineESModuleGetters(lazy, {
 
 XPCOMUtils.defineLazyPreferenceGetter(
   lazy,
-  "MODELHUB_PROVIDER_ENABLED",
-  "browser.ml.modelHubProvider",
+  "LOCAL_MODEL_MANAGEMENT_ENABLED",
+  "extensions.htmlaboutaddons.local_model_management",
   false,
   (_pref, _old, val) => ModelHubProvider[val ? "init" : "shutdown"]()
 );
@@ -116,7 +116,7 @@ export const ModelHubProvider = {
   },
 
   async getAddonsByTypes(types) {
-    if (!lazy.MODELHUB_PROVIDER_ENABLED) {
+    if (!lazy.LOCAL_MODEL_MANAGEMENT_ENABLED) {
       return [];
     }
 
@@ -153,7 +153,7 @@ export const ModelHubProvider = {
   },
 
   init() {
-    if (!lazy.MODELHUB_PROVIDER_ENABLED || this.initialized) {
+    if (!lazy.LOCAL_MODEL_MANAGEMENT_ENABLED || this.initialized) {
       return;
     }
 
@@ -184,7 +184,7 @@ export const ModelHubProvider = {
   async refreshAddonCache() {
     // Return earlier if the model hub provider was disabled.
     // by the time it was being called.
-    if (!lazy.MODELHUB_PROVIDER_ENABLED) {
+    if (!lazy.LOCAL_MODEL_MANAGEMENT_ENABLED) {
       return;
     }
 
diff --git a/toolkit/mozapps/extensions/test/xpcshell/test_ModelHubProvider.js b/toolkit/mozapps/extensions/test/xpcshell/test_ModelHubProvider.js
index a87432f2d1fd..eb2a2cf35d63 100644
--- a/toolkit/mozapps/extensions/test/xpcshell/test_ModelHubProvider.js
+++ b/toolkit/mozapps/extensions/test/xpcshell/test_ModelHubProvider.js
@@ -14,7 +14,8 @@ ChromeUtils.defineESModuleGetters(this, {
 createAppInfo("xpcshell@tests.mozilla.org", "XPCShell", "1");
 AddonTestUtils.init(this);
 
-const MODELHUBPROVIDER_PREF = "browser.ml.modelHubProvider";
+const LOCAL_MODEL_MANAGEMENT_ENABLED_PREF =
+  "extensions.htmlaboutaddons.local_model_management";
 
 function ensureBrowserDelayedStartupFinished() {
   // ModelHubProvider does not register itself until the application startup
@@ -28,7 +29,7 @@ add_setup(async () => {
 
 add_task(
   {
-    pref_set: [[MODELHUBPROVIDER_PREF, false]],
+    pref_set: [[LOCAL_MODEL_MANAGEMENT_ENABLED_PREF, false]],
   },
   async function test_modelhub_provider_disabled() {
     ensureBrowserDelayedStartupFinished();
@@ -41,7 +42,7 @@ add_task(
 
 add_task(
   {
-    pref_set: [[MODELHUBPROVIDER_PREF, true]],
+    pref_set: [[LOCAL_MODEL_MANAGEMENT_ENABLED_PREF, true]],
   },
   async function test_modelhub_provider_enabled() {
     ensureBrowserDelayedStartupFinished();
@@ -54,7 +55,7 @@ add_task(
 
 add_task(
   {
-    pref_set: [[MODELHUBPROVIDER_PREF, true]],
+    pref_set: [[LOCAL_MODEL_MANAGEMENT_ENABLED_PREF, true]],
   },
   async function test_modelhub_provider_addon_wrappers() {
     let sandbox = sinon.createSandbox();
@@ -354,7 +355,7 @@ add_task(
 
 add_task(
   {
-    pref_set: [[MODELHUBPROVIDER_PREF, true]],
+    pref_set: [[LOCAL_MODEL_MANAGEMENT_ENABLED_PREF, true]],
   },
   async function test_modelhub_resets_cache_on_refresh() {
     let sandbox = sinon.createSandbox();