diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 2f0b074501..7bb1b05154 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -113,7 +113,7 @@ jobs:
         id: metadata
         uses: docker/metadata-action@v5
         with:
-          images: winglian/axolotl-runpod
+          images: winglian/axolotl-cloud
       - name: Login to Docker Hub
         uses: docker/login-action@v3
         with:
@@ -128,9 +128,11 @@ jobs:
           build-args: |
             BASE_TAG=${{ github.ref_name }}-py${{ matrix.python_version }}-cu${{ matrix.cuda }}-${{ matrix.pytorch }}${{ matrix.axolotl_extras != '' && '-' || '' }}${{ matrix.axolotl_extras }}
             CUDA=${{ matrix.cuda }}
-          file: ./docker/Dockerfile-runpod
+          file: ./docker/Dockerfile-cloud
           push: ${{ github.event_name != 'pull_request' }}
           tags: |
              ${{ steps.metadata.outputs.tags }}-py${{ matrix.python_version }}-cu${{ matrix.cuda }}-${{ matrix.pytorch }}${{ matrix.axolotl_extras != '' && '-' || '' }}${{ matrix.axolotl_extras }}
+             winglian/axolotl-runpod:main-py${{ matrix.python_version }}-cu${{ matrix.cuda }}-${{ matrix.pytorch }}${{ matrix.axolotl_extras != '' && '-' || '' }}${{ matrix.axolotl_extras }}
              ${{ (matrix.is_latest) && format('{0}-latest', steps.metadata.outputs.tags) || '' }}
+             ${{ (matrix.is_latest) && format('{0}-latest', 'winglian/axolotl-runpod:main') || '' }}
           labels: ${{ steps.metadata.outputs.labels }}
diff --git a/README.md b/README.md
index 28ffe090c1..f5f848a446 100644
--- a/README.md
+++ b/README.md
@@ -25,7 +25,7 @@ Features:
 - [Installation](#installation)
   - [Docker](#docker)
   - [Conda/Pip venv](#condapip-venv)
-  - [Runpod](#runpod)
+  - [Cloud GPU](#cloud-gpu) - Runpod, Latitude
   - [LambdaLabs](#lambdalabs)
   - [Windows](#windows)
   - [Launching on public clouds via SkyPilot](#launching-on-public-clouds-via-skypilot)
@@ -172,9 +172,11 @@ docker run --privileged --gpus '"all"' --shm-size 10g --rm -it --name axolotl --
         ```
         Get the token at huggingface.co/settings/tokens
 
-#### Runpod
+#### Cloud GPU
 
-Use `winglian/axolotl-runpod:main-latest` or use this [direct link](https://runpod.io/gsc?template=v2ickqhz9s&ref=6i7fkpdz)
+For cloud GPU providers that support docker images, use [`winglian/axolotl-cloud:main-latest`](https://hub.docker.com/r/winglian/axolotl-cloud/tags)
+
+- on RunPod use this [direct link](https://runpod.io/gsc?template=v2ickqhz9s&ref=6i7fkpdz)
 
 #### LambdaLabs
   <details>
diff --git a/docker/Dockerfile-runpod b/docker/Dockerfile-cloud
similarity index 69%
rename from docker/Dockerfile-runpod
rename to docker/Dockerfile-cloud
index 9f3c60eee0..16aa389145 100644
--- a/docker/Dockerfile-runpod
+++ b/docker/Dockerfile-cloud
@@ -7,14 +7,16 @@ ENV TRANSFORMERS_CACHE="/workspace/data/huggingface-cache/hub"
 ENV HF_HOME="/workspace/data/huggingface-cache/hub"
 ENV HF_HUB_ENABLE_HF_TRANSFER="1"
 
-COPY scripts/runpod-entrypoint.sh /root/runpod-entrypoint.sh
+COPY scripts/cloud-entrypoint.sh /root/cloud-entrypoint.sh
 
+RUN pip install jupyterlab notebook && \
+    jupyter lab clean
 RUN apt install --yes --no-install-recommends openssh-server tmux && \
     mkdir -p ~/.ssh && \
     chmod 700 ~/.ssh && \
     printf "\n[[ -z \"\$TMUX\"  ]] && { tmux attach-session -t ssh_tmux || tmux new-session -s ssh_tmux; exit; }\n" >> ~/.bashrc && \
-    chmod +x /workspace/axolotl/scripts/runpod-entrypoint.sh && \
-    chmod +x /root/runpod-entrypoint.sh
+    chmod +x /workspace/axolotl/scripts/cloud-entrypoint.sh && \
+    chmod +x /root/cloud-entrypoint.sh
 
-ENTRYPOINT ["/root/runpod-entrypoint.sh"]
+ENTRYPOINT ["/root/cloud-entrypoint.sh"]
 CMD ["sleep", "infinity"]
diff --git a/scripts/runpod-entrypoint.sh b/scripts/cloud-entrypoint.sh
similarity index 65%
rename from scripts/runpod-entrypoint.sh
rename to scripts/cloud-entrypoint.sh
index b7cef80b40..21ee88b85a 100755
--- a/scripts/runpod-entrypoint.sh
+++ b/scripts/cloud-entrypoint.sh
@@ -17,5 +17,16 @@ else
     echo "No PUBLIC_KEY ENV variable provided, not starting openSSH daemon"
 fi
 
+# Check if JUPYTER_PASSWORD is set and not empty
+if [ -n "$JUPYTER_PASSWORD" ]; then
+    # Set JUPYTER_TOKEN to the value of JUPYTER_PASSWORD
+    export JUPYTER_TOKEN="$JUPYTER_PASSWORD"
+fi
+
+if [ "$JUPYTER_DISABLE" != "1" ]; then
+    # Run Jupyter Lab in the background
+    jupyter lab --allow-root --ip 0.0.0.0 &
+fi
+
 # Execute the passed arguments (CMD)
 exec "$@"