38 lines
1.3 KiB
Docker
38 lines
1.3 KiB
Docker
ARG BASE_TAG=main-base
|
|
FROM axolotlai/axolotl-base:$BASE_TAG
|
|
|
|
ARG TORCH_CUDA_ARCH_LIST="7.0 7.5 8.0 8.6+PTX"
|
|
ARG AXOLOTL_EXTRAS=""
|
|
ARG AXOLOTL_ARGS=""
|
|
ARG CUDA="118"
|
|
ARG PYTORCH_VERSION="2.1.2"
|
|
|
|
ENV PYTORCH_VERSION=$PYTORCH_VERSION
|
|
|
|
RUN apt-get update && \
|
|
apt-get install -y --allow-change-held-packages vim curl nano libnccl2 libnccl-dev rsync s3fs && \
|
|
rm -rf /var/cache/apt/archives && \
|
|
rm -rf /var/lib/apt/lists/*
|
|
|
|
WORKDIR /workspace
|
|
|
|
RUN git clone --depth=1 https://github.com/axolotl-ai-cloud/axolotl.git
|
|
|
|
WORKDIR /workspace/axolotl
|
|
|
|
# If AXOLOTL_EXTRAS is set, append it in brackets
|
|
RUN if [ "$AXOLOTL_EXTRAS" != "" ] ; then \
|
|
pip install --no-build-isolation -e .[deepspeed,flash-attn,ring-flash-attn,optimizers,ray,$AXOLOTL_EXTRAS] $AXOLOTL_ARGS; \
|
|
else \
|
|
pip install --no-build-isolation -e .[deepspeed,flash-attn,ring-flash-attn,optimizers,ray] $AXOLOTL_ARGS; \
|
|
fi && \
|
|
python scripts/unsloth_install.py | sh && \
|
|
python scripts/cutcrossentropy_install.py | sh && \
|
|
pip install pytest && \
|
|
pip cache purge
|
|
|
|
# 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 && \
|
|
git config --global credential.helper store
|