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Fix after merge.

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Andy Barry
2023-04-08 00:53:28 -04:00
parent 8435b2c7f2
commit e854f5d111
3 changed files with 59 additions and 27 deletions
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@@ -1,44 +1,75 @@
#FROM pytorch/pytorch:2.0.0-cuda11.7-cudnn8-devel
FROM nvidia/cuda:11.7.0-devel-ubuntu22.04
# syntax = docker/dockerfile:experimental
# Get
# Dockerfile is split into parts because we want to cache building the requirements and downloading the model, both of which can take a long time.
RUN apt-get update && apt-get install -y git wget python3 python3-pip
RUN ln -s `which python3` /usr/bin/python
FROM nvidia/cuda:11.7.0-devel-ubuntu22.04 AS builder
RUN pip3 install --upgrade pip requests tqdm
RUN apt-get update && apt-get install -y python3 python3-pip git
RUN pip3 install --upgrade pip
# Some of the requirements expect some python packages in their setup.py, just install them first.
RUN pip install torch==2.0.0
RUN pip install semantic-version==2.10.0
RUN git clone --depth=1 --branch main https://github.com/andybarry/alpaca_lora_4bit_docker.git alpaca_lora_4bit && cd alpaca_lora_4bit
WORKDIR alpaca_lora_4bit
COPY requirements2.txt requirements2.txt
RUN pip install -r requirements2.txt
RUN --mount=type=cache,target=/root/.cache/pip pip install --user torch==2.0.0
RUN --mount=type=cache,target=/root/.cache/pip pip install --user semantic-version==2.10.0 requests tqdm
# The docker build environment has trouble detecting CUDA version, build for all reasonable archs
ENV TORCH_CUDA_ARCH_LIST="6.0 6.1 7.0 7.5 8.0 8.6"
COPY requirements.txt requirements.txt
RUN pip install -r requirements.txt
RUN --mount=type=cache,target=/root/.cache pip install --user -r requirements.txt
RUN git clone --depth=1 --branch main https://github.com/andybarry/text-generation-webui-4bit.git text-generation-webui-tmp && cd text-generation-webui-tmp
# -------------------------------
# Download the model
FROM nvidia/cuda:11.7.0-devel-ubuntu22.04 AS downloader
RUN apt-get update && apt-get install -y wget
RUN wget --progress=bar:force:noscroll https://huggingface.co/decapoda-research/llama-7b-hf-int4/resolve/main/llama-7b-4bit.pt
# -------------------------------
#FROM pytorch/pytorch:2.0.0-cuda11.7-cudnn8-devel
FROM nvidia/cuda:11.7.0-devel-ubuntu22.04
RUN --mount=type=cache,target=/var/cache/apt apt-get update && apt-get install -y git python3 python3-pip
RUN ln -s `which python3` /usr/bin/python
# Copy the installed packages from the first stage
COPY --from=builder /root/.local /root/.local
RUN mkdir alpaca_lora_4bit
WORKDIR alpaca_lora_4bit
COPY --from=downloader llama-7b-4bit.pt llama-7b-4bit.pt
#RUN git clone --depth=1 --branch main https://github.com/andybarry/text-generation-webui-4bit.git text-generation-webui-tmp
RUN git clone --depth=1 --branch main https://github.com/oobabooga/text-generation-webui.git text-generation-webui-tmp
RUN --mount=type=cache,target=/root/.cache pip install --user markdown
# Apply monkey patch
RUN cd text-generation-webui-tmp && printf '%s'"import custom_monkey_patch # apply monkey patch\nimport gc\n\n" | cat - server.py > tmpfile && mv tmpfile server.py
# Get the model config
RUN cd text-generation-webui-tmp && python download-model.py --text-only decapoda-research/llama-7b-hf && mv models/decapoda-research_llama-7b-hf ../llama-7b-4bit
# Get LoRA
RUN cd text-generation-webui-tmp && python download-model.py samwit/alpaca7b-lora && mv loras/samwit_alpaca7b-lora ../alpaca7b_lora
COPY *.py .
COPY text-generation-webui text-generation-webui
RUN ls -l
COPY monkeypatch .
RUN mv -f text-generation-webui-tmp/* text-generation-webui/
# Get the model
RUN cd text-generation-webui && python download-model.py --text-only decapoda-research/llama-7b-hf && mv models/decapoda-research_llama-7b-hf ../llama-7b-4bit
RUN wget https://huggingface.co/decapoda-research/llama-7b-hf-int4/resolve/main/llama-7b-4bit.pt -O llama-7b-4bit.pt
# Get LoRA
RUN cd text-generation-webui && python download-model.py samwit/alpaca7B-lora && mv loras/samwit_alpaca7B-lora ../alpaca7b_lora
# Symlink for monkeypatch
RUN cd text-generation-webui && ln -s ../autograd_4bit.py ./autograd_4bit.py && ln -s ../matmul_utils_4bit.py .
# Run the server
WORKDIR /alpaca_lora_4bit/text-generation-webui
CMD ["python", "-u", "server.py", "--listen", "--chat"]