ARG BASE_TAG=main-base | |
FROM winglian/axolotl-base:$BASE_TAG | |
ARG TORCH_CUDA_ARCH_LIST="7.0 7.5 8.0 8.6+PTX" | |
ARG AXOLOTL_EXTRAS="" | |
ARG CUDA="118" | |
ENV BNB_CUDA_VERSION=$CUDA | |
ARG PYTORCH_VERSION="2.0.1" | |
ARG GITHUB_REF="main" | |
ENV PYTORCH_VERSION=$PYTORCH_VERSION | |
RUN apt-get update && \ | |
apt-get install -y --allow-change-held-packages vim curl nano libnccl2 libnccl-dev | |
WORKDIR /workspace | |
RUN git clone --depth=1 https://github.com/OpenAccess-AI-Collective/axolotl.git | |
WORKDIR /workspace/axolotl | |
RUN git fetch origin +$GITHUB_REF && \ | |
git checkout FETCH_HEAD | |
# If AXOLOTL_EXTRAS is set, append it in brackets | |
RUN if [ "$AXOLOTL_EXTRAS" != "" ] ; then \ | |
pip install -e .[deepspeed,flash-attn,mamba-ssm,$AXOLOTL_EXTRAS]; \ | |
else \ | |
pip install -e .[deepspeed,flash-attn,mamba-ssm]; \ | |
fi | |
# So we can test the Docker image | |
RUN pip install pytest | |
# fix so that git fetch/pull from remote works | |
RUN git config remote.origin.fetch "+refs/heads/*:refs/remotes/origin/*" && \ | |
git config --get remote.origin.fetch | |
# helper for huggingface-login cli | |
RUN git config --global credential.helper store | |