4e61b8aa23
* use updated version of prebuilt wheels for flash attention for cu130 * use elif * fix the uv base installs of FA also * make wget less verbose
51 lines
2.1 KiB
Plaintext
51 lines
2.1 KiB
Plaintext
ARG CUDA_VERSION="12.6.3"
|
|
ARG CUDNN_VERSION=""
|
|
ARG UBUNTU_VERSION="22.04"
|
|
ARG MAX_JOBS=4
|
|
|
|
FROM nvidia/cuda:$CUDA_VERSION-cudnn$CUDNN_VERSION-devel-ubuntu$UBUNTU_VERSION AS base-builder
|
|
|
|
ARG PYTHON_VERSION="3.11"
|
|
ARG PYTORCH_VERSION="2.6.0"
|
|
ARG CUDA="126"
|
|
ARG TORCH_CUDA_ARCH_LIST="7.0 7.5 8.0 8.6 9.0+PTX"
|
|
|
|
ENV PYTHON_VERSION=$PYTHON_VERSION
|
|
ENV TORCH_CUDA_ARCH_LIST=$TORCH_CUDA_ARCH_LIST
|
|
ENV UV_TORCH_BACKEND="cu${CUDA}"
|
|
|
|
RUN apt-get update \
|
|
&& apt-get install -y wget git build-essential ninja-build git-lfs libaio-dev pkg-config curl && rm -rf /var/lib/apt/lists/* \
|
|
&& git lfs install --skip-repo \
|
|
&& curl -LsSf https://astral.sh/uv/install.sh | sh
|
|
|
|
ENV PATH="/root/.local/bin:${PATH}"
|
|
|
|
RUN uv python install ${PYTHON_VERSION}
|
|
|
|
WORKDIR /workspace
|
|
|
|
RUN uv venv --no-project --relocatable axolotl-venv
|
|
|
|
ENV PATH="/workspace/axolotl-venv/bin:${PATH}"
|
|
|
|
RUN uv pip install packaging setuptools wheel psutil \
|
|
&& uv pip install torch==${PYTORCH_VERSION} torchvision \
|
|
&& uv pip install --no-build-isolation "causal_conv1d @ git+https://github.com/Dao-AILab/causal-conv1d.git@main" \
|
|
&& uv pip install "mamba_ssm @ git+https://github.com/state-spaces/mamba.git@main" \
|
|
&& uv pip install awscli pydantic
|
|
|
|
RUN case "$PYTORCH_VERSION" in \
|
|
2.9.[0-9]*) \
|
|
if [ "$CUDA" = "128" ]; then \
|
|
wget -nv https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.8.3+cu128torch2.9-cp311-cp311-linux_x86_64.whl; \
|
|
uv pip3 install --no-cache-dir flash_attn-2.8.3+cu128torch2.9-cp311-cp311-linux_x86_64.whl; \
|
|
rm flash_attn-2.8.3+cu128torch2.9-cp311-cp311-linux_x86_64.whl; \
|
|
elif [ "$CUDA" = "130" ]; then \
|
|
wget -nv https://github.com/mjun0812/flash-attention-prebuild-wheels/releases/download/v0.5.4/flash_attn-2.8.3+cu130torch2.9-cp311-cp311-linux_x86_64.whl; \
|
|
uv pip3 install --no-cache-dir flash_attn-2.8.3+cu130torch2.9-cp311-cp311-linux_x86_64.whl; \
|
|
rm flash_attn-2.8.3+cu130torch2.9-cp311-cp311-linux_x86_64.whl; \
|
|
fi \
|
|
;; \
|
|
esac
|