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Reduce docker size #632

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merged 4 commits into from
Jul 16, 2024
Merged

Reduce docker size #632

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6f78868
merge RUN && --no-cache-dir
hnyls2002 Jul 16, 2024
6626a18
remove apt cache
hnyls2002 Jul 16, 2024
5c42f8b
update readme
hnyls2002 Jul 16, 2024
e911dc8
update example
hnyls2002 Jul 16, 2024
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10 changes: 10 additions & 0 deletions README.md
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Expand Up @@ -51,6 +51,16 @@ pip install flashinfer -i https://flashinfer.ai/whl/cu121/torch2.3/
### Method 3: Using docker
The docker images are available on Docker Hub as [lmsysorg/sglang](https://hub.docker.com/r/lmsysorg/sglang/tags).

```bash
docker run --gpus all \
-p 30000:30000 \
-v ~/.cache/huggingface:/root/.cache/huggingface \
--env "HUGGING_FACE_HUB_TOKEN=<secret>" \
--ipc=host \
lmsysorg/sglang:latest \
python3 -m sglang.launch_server --model-path meta-llama/Meta-Llama-3-8B --host 0.0.0.0 --port 30000
```

### Common Notes
- If you see errors from the Triton compiler, please install the [Triton Nightly](https://triton-lang.org/main/getting-started/installation.html) by
```
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13 changes: 8 additions & 5 deletions docker/Dockerfile
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Expand Up @@ -16,7 +16,9 @@ RUN echo 'tzdata tzdata/Areas select America' | debconf-set-selections \
&& apt-get install -y python${PYTHON_VERSION} python${PYTHON_VERSION}-dev python${PYTHON_VERSION}-venv python3-pip \
&& if [ "${PYTHON_VERSION}" != "3" ]; then update-alternatives --install /usr/bin/python3 python3 /usr/bin/python${PYTHON_VERSION} 1; fi \
&& python3 --version \
&& python3 -m pip --version
&& python3 -m pip --version \
&& rm -rf /var/lib/apt/lists/* \
&& apt-get clean

RUN apt-get update -y \
&& apt-get install -y python3-pip git curl sudo
Expand All @@ -29,9 +31,10 @@ RUN ldconfig /usr/local/cuda-$(echo $CUDA_VERSION | cut -d. -f1,2)/compat/

WORKDIR /sgl-workspace

RUN pip3 install --upgrade pip
RUN pip3 install "sglang[all]"
RUN pip3 uninstall -y triton triton-nightly && pip3 install --no-deps --index-url https://aiinfra.pkgs.visualstudio.com/PublicPackages/_packaging/Triton-Nightly/pypi/simple/ triton-nightly
RUN pip3 install flashinfer -i https://flashinfer.ai/whl/cu121/torch2.3/
RUN pip3 --no-cache-dir install --upgrade pip \
&& pip3 --no-cache-dir install "sglang[all]" \
&& pip3 --no-cache-dir uninstall -y triton triton-nightly \
&& pip3 --no-cache-dir install --no-deps --index-url https://aiinfra.pkgs.visualstudio.com/PublicPackages/_packaging/Triton-Nightly/pypi/simple/ triton-nightly \
&& pip3 --no-cache-dir install flashinfer -i https://flashinfer.ai/whl/cu121/torch2.3/

ENV DEBIAN_FRONTEND=interactive