diff --git a/.github/workflows/prod.opencl.yml b/.github/workflows/prod.opencl.yml
new file mode 100644
index 0000000..8868c28
--- /dev/null
+++ b/.github/workflows/prod.opencl.yml
@@ -0,0 +1,63 @@
+name: OpenCL Production CI/CD
+
+on:
+  push:
+    tags:
+      - "v*"
+    branches:
+      - "main"
+    
+env:
+  REGISTRY: "ghcr.io"
+  REGISTRY_USER: ${{ github.actor }}
+  REGISTRY_SECRET: ${{ secrets.GITHUB_TOKEN }}
+  IMAGE_NAME: ${{ github.repository }}
+
+permissions:
+  contents: read
+  packages: write
+   
+jobs:
+    build_and_publish:
+        runs-on: ubuntu-latest
+        strategy:
+          matrix:
+            include:
+              - docker_file: Dockerfile.opencl.nvidia
+                label: "latest-opencl-nvidia"
+              - docker_file: Dockerfile.opencl.amd
+                label: "latest-opencl-amd"
+
+        steps:
+            - uses: actions/checkout@v4
+
+            - name: Meta
+              id: meta
+              uses: docker/metadata-action@v5
+              with:
+                images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}
+                tags: |
+                  type=ref,event=branch
+                  type=ref,event=pr
+                  type=ref,event=tag
+                  type=sha,prefix=sha-
+                labels: |
+                  type=raw,value=image-type=${{ matrix.label }}
+
+            - uses: docker/login-action@v3
+              with:
+                registry: ${{ env.REGISTRY }}
+                username: ${{ env.REGISTRY_USER }}
+                password: ${{ env.REGISTRY_SECRET }}
+
+            - name: Build and push
+              uses: docker/build-push-action@v5
+              with:
+                context: .
+                file: ${{ matrix.docker_file }}
+                push: ${{ github.event_name != 'pull_request' }}
+                tags: |
+                  ${{ steps.meta.outputs.tags }}
+                  ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}:${{ matrix.label }}
+                labels: ${{ steps.meta.outputs.labels }}
+                platforms: linux/amd64
\ No newline at end of file
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index 71a6c83..8bf35a5 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -1,9 +1,11 @@
-name: ghcr.io CI/CD
+name: Production CI/CD
 
 on:
   push:
     tags:
       - 'v*'
+    branches:
+      - "main"
     
 env:
   REGISTRY: "ghcr.io"
diff --git a/README.md b/README.md
index e87fe69..410286f 100644
--- a/README.md
+++ b/README.md
@@ -32,6 +32,7 @@ services:
 ### **NVIDIA GPU Support**
 > [!IMPORTANT]
 > Nvidia driver >=560 needs to be installed on the host machine.
+
 **CUDA (AMD64 & ARM64):**
 ```yml
 services:
@@ -85,7 +86,8 @@ services:
 
 ### **AMD GPU Support**
 > [!WARNING]
-> Unless AMD starts to support older Cards again (e.g. gfx803), ROCm will not be available.
+> Unless AMD starts to officially support older Cards again (e.g. gfx803), ROCm will not be available.
+
 **OpenCL (AMD64):**
 ```yml
 services:
@@ -110,8 +112,8 @@ services:
     security_opt:
       - seccomp:unconfined
     group_add:
-      - "39"
-      - "109"
+      - "video"
+      - "render"
 ```
 
 ## Environment Variables
@@ -132,6 +134,7 @@ API_KEYS=abc,123,xyz
 
 ## Tested Devices
 Only tested with consumer grade hardware and only on Linux based systems.
+
 #### CPU
 - AMD FX-6300
 - Intel Core i5-12400F
@@ -243,6 +246,8 @@ curl -X 'POST' \
 > [!TIP]
 > You can find code examples in the [`examples`](./examples/) folder.
 
+> [!IMPORTANT]  
+> Many thanks to Artyom Beilis and company for providing the awesome [OpenCL backend for PyTorch](https://github.com/artyom-beilis/pytorch_dlprim)!
 ---
 
 _Notice:_ _This project was initally created to be used in-house, as such the