diff --git a/docs/docs/guides/remote-machine-learning.md b/docs/docs/guides/remote-machine-learning.md
index b7865686cc..087f9aab76 100644
--- a/docs/docs/guides/remote-machine-learning.md
+++ b/docs/docs/guides/remote-machine-learning.md
@@ -16,7 +16,12 @@ version: '3.8'
 services:
   immich-machine-learning:
     container_name: immich_machine_learning
+    # For hardware acceleration, add one of -[armnn, cuda, openvino] to the image tag.
+    # Example tag: ${IMMICH_VERSION:-release}-cuda
     image: ghcr.io/immich-app/immich-machine-learning:${IMMICH_VERSION:-release}
+    # extends:
+    #   file: hwaccel.ml.yml
+    #   service: # set to one of [armnn, cuda, openvino, openvino-wsl] for accelerated inference - use the `-wsl` version for WSL2 where applicable
     volumes:
       - model-cache:/cache
     restart: always