modify dockerfile for paperspace

This commit is contained in:
Cyberes 2023-09-26 21:45:13 -06:00
parent e3c57d874a
commit 9e6624e779
3 changed files with 64 additions and 16 deletions

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`docker run --shm-size 14g --gpus all -v /storage/models/awq/MythoMax-L2-13B-AWQ:/models/MythoMax-L2-13B-AWQ -e ENV_API_SERVER_ARGS="--model /models/MythoMax-L2-13B-AWQ --quantization awq --host 0.0.0.0 --port 7000 --max-num-batched-tokens 8192 --gpu-memory-utilization 1" -d cyberes_vllm_cloud` **A Docker container for running VLLM on Paperspace Gradient notebooks.**
1. Run `jupyter server --generate-config` and `jupyter server password` on your local machine, then copy Jupyter's config directory to `./jupyter`
2. Place your Rathole client config at `./rathole-client.toml`
3. `docker build . -t "paperspace-vllm"`
To test on your local machine, run this command:
```bash
docker run --shm-size 14g --gpus all \
-v /storage/models/awq/MythoMax-L2-13B-AWQ:/models/MythoMax-L2-13B-AWQ \
-p 7000:7000 -p 8888:8888 \
-e API_SERVER_ARGS="--model /models/MythoMax-L2-13B-AWQ --quantization awq --max-num-batched-tokens 8192 --gpu-memory-utilization 1" \
vllm-cloud
```

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FROM nvidia/cuda:11.8.0-devel-ubuntu22.04 as build FROM nvidia/cuda:11.8.0-devel-ubuntu22.04 as build
RUN apt-get update && apt-get install -y git python3-pip python3-venv wget unzip && rm -rf /var/lib/apt/lists/* RUN apt-get update && apt-get install -y git python3-pip python3-venv wget unzip && rm -rf /var/lib/apt/lists/*
RUN pip3 install --upgrade pip setuptools wheel
RUN git clone https://git.evulid.cc/cyberes/local-llm-server.git /local-llm-server RUN git clone https://git.evulid.cc/cyberes/local-llm-server.git /local-llm-server
WORKDIR /local-llm-server WORKDIR /local-llm-server
RUN python3 -m venv /venv RUN python3 -m venv /venv
RUN /venv/bin/pip install -r requirements.txt
RUN /venv/bin/pip install git+https://github.com/vllm-project/vllm RUN /venv/bin/pip install git+https://github.com/vllm-project/vllm
ADD "https://www.random.org/cgi-bin/randbyte?nbytes=10&format=h" skipcache RUN python3 -m venv /jupyterlab
RUN /jupyterlab/bin/pip install jupyterlab
RUN git fetch; git reset --hard origin/master RUN /jupyterlab/bin/jupyter labextension disable "@jupyterlab/apputils-extension:announcements"
RUN mkdir -p /app RUN mkdir -p /app
COPY ./rathole-client.toml /app/client.toml
RUN wget https://github.com/rapiz1/rathole/releases/download/v0.4.8/rathole-x86_64-unknown-linux-gnu.zip -O /tmp/rathole.zip RUN wget https://github.com/rapiz1/rathole/releases/download/v0.4.8/rathole-x86_64-unknown-linux-gnu.zip -O /tmp/rathole.zip
RUN unzip -j /tmp/rathole.zip -d /tmp RUN unzip -j /tmp/rathole.zip -d /tmp
RUN rm /tmp/rathole.zip RUN rm /tmp/rathole.zip
RUN cp /tmp/rathole /app RUN cp /tmp/rathole /app
# The local local-llm-server repo may be cached, so we will fetch and reset to the remote every time.
# Also, make sure there weren't any pip deps added.
ADD "https://www.random.org/cgi-bin/randbyte?nbytes=10&format=h" skipcache
RUN git fetch; git reset --hard origin/master
RUN /venv/bin/pip install -r requirements.txt
FROM nvidia/cuda:11.8.0-base-ubuntu22.04 as runtime FROM nvidia/cuda:11.8.0-base-ubuntu22.04 as runtime
RUN apt-get update && apt-get install -y supervisor && rm -rf /var/lib/apt/lists/* RUN apt-get update && apt-get install -y supervisor && rm -rf /var/lib/apt/lists/*
RUN useradd -ms /bin/bash apiserver
RUN usermod -s /bin/bash root
RUN apt-get update && apt-get install -y python3 python3-pip wget aria2 git-lfs git openssh-server openssh-client
RUN pip3 install --upgrade pip setuptools wheel
RUN pip3 install glances
# Enable root SSH login
RUN sed -i 's/#PermitRootLogin prohibit-password/PermitRootLogin yes/' /etc/ssh/sshd_config
# Disable password SSH login
RUN sed -i 's/#PasswordAuthentication yes/PasswordAuthentication no/' /etc/ssh/sshd_config
# Create the necessary directory for SSH
RUN mkdir /var/run/sshd
ADD "https://www.random.org/cgi-bin/randbyte?nbytes=10&format=h" skipcache
COPY --from=build /local-llm-server /local-llm-server COPY --from=build /local-llm-server /local-llm-server
COPY --from=build /venv /venv COPY --from=build /venv /venv
COPY --from=build /app /app COPY --from=build /app /app
COPY --from=build /jupyterlab /jupyterlab
RUN cp /local-llm-server/other/vllm/Docker/supervisord.conf /etc/supervisor/conf.d/supervisord.conf RUN cp /local-llm-server/other/vllm/Docker/supervisord.conf /etc/supervisor/conf.d/supervisord.conf
RUN useradd -ms /bin/bash apiserver COPY ./rathole-client.toml /app/client.toml
RUN chown -R apiserver:apiserver /local-llm-server COPY ./jupyter /app/jupyter
COPY ./ssh /root/.ssh
RUN apt-get update && apt-get install -y python3 python3-pip wget aria2 RUN chown -R apiserver:apiserver /local-llm-server && \
RUN pip3 install --upgrade pip setuptools wheel chown -R apiserver:apiserver /app
RUN pip install jupyterlab
ENV SHELL="/bin/bash"
# SSH
EXPOSE 22
# VLLM
EXPOSE 7000 EXPOSE 7000
EXPOSE 8888 # jupyter
CMD ["bash", "-c", "source /etc/bash.bashrc && /usr/bin/supervisord"]
# To test your config, uncomment this and comment out the other CMD. # Jupyter
#CMD ["/app/rathole", "-c", "/app/client.toml"] EXPOSE 8888
CMD /usr/bin/supervisord

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environment=HOME="/home/apiserver",USER="apiserver" environment=HOME="/home/apiserver",USER="apiserver"
[program:jupyter] [program:jupyter]
command=bash -c "source /etc/bash.bashrcPIP_DISABLE_PIP_VERSION_CHECK=1 jupyter lab --allow-root --ip=0.0.0.0 --no-browser --ServerApp.trust_xheaders=True --ServerApp.disable_check_xsrf=False --ServerApp.allow_remote_access=True --ServerApp.allow_origin='*' --ServerApp.allow_credentials=True" command=/jupyterlab/bin/jupyter lab --allow-root --ip=0.0.0.0 --no-browser --ServerApp.trust_xheaders=True --ServerApp.disable_check_xsrf=False --ServerApp.allow_remote_access=True --ServerApp.allow_origin='*' --ServerApp.allow_credentials=True
environment=JUPYTER_CONFIG_DIR="/app/jupyter",SHELL="/bin/bash"
[program:ssh]
command=/usr/sbin/sshd -D