diff --git a/.gitea/workflows/deploy-dev.yml b/.gitea/workflows/deploy-dev.yml
index 932664b..11bb83f 100644
--- a/.gitea/workflows/deploy-dev.yml
+++ b/.gitea/workflows/deploy-dev.yml
@@ -12,7 +12,7 @@ concurrency:
 
 jobs:
   deploy-dev:
-    runs-on: ubuntu-latest
+    runs-on: nas
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4
diff --git a/immich/docker-compose.yml b/immich/docker-compose.yml
index d499f42..aebfe09 100644
--- a/immich/docker-compose.yml
+++ b/immich/docker-compose.yml
@@ -77,5 +77,28 @@ services:
         max-size: "10m"
         max-file: "3"
 
+  immich-machine-learning:
+    image: ghcr.io/immich-app/immich-machine-learning:${IMMICH_VERSION:-release}
+    container_name: immich-machine-learning
+    restart: unless-stopped
+    labels:
+      - "com.centurylinklabs.watchtower.enable=true"
+    volumes:
+      - /volume1/docker/immich/model-cache:/cache
+    environment:
+      - MACHINE_LEARNING_CACHE_FOLDER=/cache
+      - MACHINE_LEARNING_REQUEST_TIMEOUT=600
+    deploy:
+      resources:
+        limits:
+          memory: 4G
+    networks:
+      - immich
+    logging:
+      driver: json-file
+      options:
+        max-size: "10m"
+        max-file: "3"
+
 networks:
   immich: