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FROM nvidia/cuda:11.8.0-cudnn8-devel-ubuntu22.04 | ||
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RUN apt-get update | ||
RUN DEBIAN_FRONTEND="noninteractive" apt-get install -y \ | ||
curl \ | ||
git \ | ||
htop \ | ||
tmux \ | ||
file \ | ||
vim \ | ||
expect \ | ||
mpich \ | ||
libmpich-dev \ | ||
python3 python3-pip \ | ||
&& rm -rf /var/lib/{apt,dpkg,cache,log} | ||
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RUN echo "export PATH=/usr/local/cuda/bin:\$PATH" > /etc/profile.d/50-smc.sh | ||
RUN update-alternatives --install /usr/bin/python python /usr/bin/python3 1 | ||
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# torch | ||
RUN pip install --no-cache-dir torch==2.0.1 --index-url https://download.pytorch.org/whl/cu118 | ||
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# linguist requisites | ||
RUN apt-get update | ||
RUN DEBIAN_FRONTEND=noninteractive TZ=Etc/UTC apt-get install -y \ | ||
expect \ | ||
ruby-full \ | ||
ruby-bundler \ | ||
build-essential \ | ||
cmake \ | ||
pkg-config \ | ||
libicu-dev \ | ||
zlib1g-dev \ | ||
libcurl4-openssl-dev \ | ||
libssl-dev | ||
RUN git clone https://github.com/smallcloudai/linguist.git /tmp/linguist \ | ||
&& cd /tmp/linguist \ | ||
&& bundle install \ | ||
&& rake build_gem | ||
ENV PATH="${PATH}:/tmp/linguist/bin" | ||
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RUN DEBIAN_FRONTEND=noninteractive TZ=Etc/UTC apt-get install -y python3-packaging | ||
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ENV INSTALL_OPTIONAL=TRUE | ||
ENV BUILD_CUDA_EXT=1 | ||
ENV GITHUB_ACTIONS=true | ||
ENV TORCH_CUDA_ARCH_LIST="6.0;6.1;7.0;7.5;8.0;8.6;8.9;9.0+PTX" | ||
ENV FLASH_ATTENTION_FORCE_BUILD=TRUE | ||
ENV MAX_JOBS=8 | ||
COPY . /tmp/app | ||
RUN pip install ninja | ||
RUN pip install -vvv git+https://github.com/smallcloudai/flash-attention@feat/alibi |
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name: Build base | ||
on: | ||
pull_request: | ||
workflow_dispatch: | ||
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jobs: | ||
build_base: | ||
name: Build base | ||
runs-on: ubuntu-latest | ||
steps: | ||
# Free GitHub Actions Environment Disk Space | ||
- name: Maximize Build Space | ||
run: | | ||
sudo rm -rf /usr/share/dotnet | ||
sudo rm -rf /usr/local/lib/android | ||
sudo rm -rf /opt/ghc | ||
# Check out current repository | ||
- name: Fetch Sources | ||
uses: actions/checkout@v4 | ||
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- name: Set up QEMU | ||
uses: docker/setup-qemu-action@v2 | ||
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- name: Set up Docker Buildx | ||
uses: docker/setup-buildx-action@v2 | ||
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- name: Build and push | ||
uses: docker/build-push-action@v5 | ||
with: | ||
push: false | ||
context: ./.github/cicl | ||
file: ./.github/cicl/Dockerfile_base | ||
tags: smallcloud/refact_base:latest | ||
platforms: | | ||
linux/amd64 |