Files
axolotl/docker/Dockerfile
Wing Lian 3355706e22 Add support for GPTQ using native transformers/peft (#468)
* auto gptq support

* more tweaks and add yml

* remove old gptq docker

* don't need explicit peft install for tests

* fix setup.py to use extra index url

install torch for tests
fix cuda version for autogptq index
set torch in requirements so that it installs properly
move gptq install around to work with github cicd

* gptq doesn't play well with sample packing

* address pr feedback

* remove torch install for now

* set quantization_config from model config

* Fix the implementation for getting quant config from model config
2023-09-05 12:43:22 -04:00

30 lines
839 B
Docker

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
RUN apt-get update && \
apt-get install -y vim curl
WORKDIR /workspace
RUN git clone --depth=1 https://github.com/OpenAccess-AI-Collective/axolotl.git
# If AXOLOTL_EXTRAS is set, append it in brackets
RUN cd axolotl && \
if [ "$AXOLOTL_EXTRAS" != "" ] ; then \
pip install -e .[flash-attn,gptq,$AXOLOTL_EXTRAS]; \
else \
pip install -e .[flash-attn,gptq]; \
fi
# fix so that git fetch/pull from remote works
RUN cd axolotl && \
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