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157 lines
7.2 KiB
157 lines
7.2 KiB
ARG DEV_IMAGE=nvidia/cuda:11.8.0-cudnn8-devel-ubuntu22.04
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ARG BASE_IMAGE=nvidia/cuda:11.8.0-cudnn8-runtime-ubuntu22.04
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#ARG BASE_IMAGE=nvidia/cuda:11.6.2-cudnn8-devel-ubuntu20.04
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#ARG BASE_IMAGE=runpod/pytorch:3.10-2.0.0-117
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#ARG BASE_IMAGE=nvcr.io/nvidia/pytorch:23.03-py3
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FROM ${DEV_IMAGE} as builder
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# https://github.com/runpod/containers/blob/main/oobabooga/Dockerfile
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# DOCKER_BUILDKIT=1 docker build --build-arg MODEL_NAME="PygmalionAI/pygmalion-350m" -t magn418/runpod-oobabooga-pygmalion:test .
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# docker builder prune
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WORKDIR /
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SHELL ["/bin/bash", "-o", "pipefail", "-c"]
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ENV DEBIAN_FRONTEND noninteractive\
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SHELL=/bin/bash
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RUN --mount=type=cache,target=/var/cache/apt,sharing=locked apt-get update --yes && \
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# - apt-get upgrade is run to patch known vulnerabilities in apt-get packages as
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# the ubuntu base image is rebuilt too seldom sometimes (less than once a month)
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apt-get upgrade --yes && \
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apt install --yes --no-install-recommends \
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build-essential \
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cmake \
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ca-certificates \
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git \
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git-lfs \
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wget \
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curl \
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bash \
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# libgl1 \
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software-properties-common \
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openssh-server
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# apt-get clean && rm -rf /var/lib/apt/lists/* && \
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# echo "en_US.UTF-8 UTF-8" > /etc/locale.gen
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#RUN apt-key del 7fa2af80 && \
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# apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2004/x86_64/3bf863cc.pub
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#
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#RUN add-apt-repository ppa:deadsnakes/ppa && \
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# apt-get install python3.10 python3.10-dev python3.10-venv python3-pip -y --no-install-recommends && \
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# update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.10 1 && \
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# update-alternatives --install /usr/bin/python python /usr/bin/python3 1 && \
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## update-alternatives --install /usr/bin/pip pip /usr/bin/pip3 1 && \
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# update-alternatives --set python3 /usr/bin/python3.10 && \
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# update-alternatives --set python /usr/bin/python3 && \
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# apt-get clean && rm -rf /var/lib/apt/lists/*
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RUN --mount=type=cache,target=/var/cache/apt,sharing=locked apt-get update --yes && \
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apt install --yes --no-install-recommends \
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python3 python3-dev python3-venv python3-pip
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# apt-get clean && rm -rf /var/lib/apt/lists/*
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#ARG TORCH_CUDA_ARCH_LIST="3.5;5.0;6.0;6.1;7.0;7.5;8.0;8.6+PTX"
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ARG TORCH_CUDA_ARCH_LIST="7.5;8.0;8.6+PTX"
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ENV TORCH_CUDA_ARCH_LIST=${TORCH_CUDA_ARCH_LIST}
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RUN --mount=type=cache,target=/root/.cache,sharing=locked pip3 install --upgrade pip setuptools && \
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pip3 install cuda-python==11.8.0 && \
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pip3 install torch torchvision torchaudio --extra-index-url=https://download.pytorch.org/whl/cu118 && \
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pip3 install bitsandbytes && \
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pip3 install safetensors && \
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pip3 install sentencepiece && \
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pip3 install diffusers && \
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pip3 install deepspeed && \
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pip3 install accelerate xformers triton && \
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pip3 install git+https://github.com/huggingface/transformers.git && \
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pip3 install huggingface-hub && \
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pip3 install runpod
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# pip3 cache purge
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RUN mkdir -p /workspace
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WORKDIR /workspace
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#RUN mkdir /workspace &&
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RUN --mount=type=cache,target=/root/.cache,sharing=locked \
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cd /workspace && git clone --depth 1 https://github.com/oobabooga/text-generation-webui.git && \
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cd /workspace/text-generation-webui && pip3 install -r requirements.txt && \
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cd extensions/api && pip3 install -r requirements.txt
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# pip3 cache purge
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RUN --mount=type=cache,target=/root/.cache,sharing=locked \
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cd /workspace/text-generation-webui/ && mkdir repositories && cd repositories && \
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# Triton
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git clone https://github.com/qwopqwop200/GPTQ-for-LLaMa.git && \
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(cd GPTQ-for-LLaMa && git reset --hard 508de42ff45ec560a4504e12b0d42114d599cf38) && \
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(cd GPTQ-for-LLaMa && pip3 install -r requirements.txt && rm -rf .git)
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# Cuda
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# git clone --branch cuda --single-branch https://github.com/qwopqwop200/GPTQ-for-LLaMa.git && \
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# (cd GPTQ-for-LLaMa && python3 setup_cuda.py install && python3 setup_cuda.py bdist_wheel -d .)
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# Cuda (Oobabooga's fork)
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# git clone --branch cuda --single-branch --depth 1 https://github.com/oobabooga/GPTQ-for-LLaMa.git && \
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# (cd GPTQ-for-LLaMa && python3 setup_cuda.py bdist_wheel -d .)
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FROM builder AS modeldownloader
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ARG MODEL_NAME="PygmalionAI/pygmalion-350m"
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ENV MODEL_NAME=${MODEL_NAME}
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RUN cd /workspace/text-generation-webui && python3 download-model.py ${MODEL_NAME}
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#RUN git lfs install && \
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# git clone --depth 1 https://huggingface.co/${MODEL_NAME}
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#RUN wget -P /workspace/text-generation-webui/models/ https://raw.githubusercontent.com/BlinkDL/ChatRWKV/main/v2/20B_tokenizer.json && \
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# wget -P /workspace/text-generation-webui/models/ https://huggingface.co/BlinkDL/rwkv-4-raven/resolve/main/RWKV-4-Raven-7B-v9-Eng99%25-Other1%25-20230412-ctx8192.pth
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#https://huggingface.co/BlinkDL/rwkv-4-pile-7b/resolve/main/RWKV-4-Pile-7B-20230406-ctx8192-test949.pth
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#RUN cd /workspace/text-generation-webui && python3 download-model.py MetaIX/GPT4-X-Alpaca-30B-Int4 --text-only && \
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# rm /workspace/text-generation-webui/models/MetaIX_GPT4-X-Alpaca-30B-Int4/pytorch_model.bin.index.json
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# wget -P /workspace/text-generation-webui/models/MetaIX_GPT4-X-Alpaca-30B-Int4/ https://huggingface.co/MetaIX/GPT4-X-Alpaca-30B-Int4/resolve/main/gpt4-x-alpaca-30b-4bit.safetensors
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FROM ${BASE_IMAGE}
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#ENV TORCH_CUDA_ARCH_LIST="3.5;5.0;6.0;6.1;7.0;7.5;8.0;8.6+PTX"
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RUN mkdir -p /workspace
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WORKDIR /workspace
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RUN --mount=type=cache,target=/var/cache/apt,sharing=locked apt-get update --yes && \
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apt install --yes --no-install-recommends \
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python3 python3-dev python3-venv python3-pip \
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make g++ \
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git
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# apt-get clean && rm -rf /var/lib/apt/lists/*
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RUN --mount=type=cache,target=/root/.cache,sharing=locked pip3 install --upgrade pip setuptools && \
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pip3 install cuda-python==11.8.0 && \
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pip3 install torch torchvision torchaudio --extra-index-url=https://download.pytorch.org/whl/cu118
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RUN --mount=type=cache,target=/root/.cache,sharing=locked \
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pip3 install bitsandbytes && \
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cp /usr/local/lib/python3.10/dist-packages/bitsandbytes/libbitsandbytes_cuda118.so /usr/local/lib/python3.10/dist-packages/bitsandbytes/libbitsandbytes_cpu.so && \
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pip3 install safetensors && \
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pip3 install sentencepiece && \
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pip3 install diffusers && \
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# pip3 install deepspeed && \
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pip3 install accelerate xformers triton && \
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pip3 install git+https://github.com/huggingface/transformers.git && \
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pip3 install rwkv && \
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pip3 install huggingface-hub && \
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pip3 install runpod
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# pip3 cache purge
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#RUN mkdir -p /workspace/text-generation-webui/repositories
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COPY --from=builder /workspace/text-generation-webui /workspace/text-generation-webui
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COPY --from=modeldownloader /workspace/text-generation-webui/models /workspace/text-generation-webui/models
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RUN --mount=type=cache,target=/root/.cache,sharing=locked \
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cd /workspace/text-generation-webui && pip3 install -r requirements.txt && \
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(cd extensions/api && pip3 install -r requirements.txt) && \
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(cd repositories/GPTQ-for-LLaMa && pip3 install -r requirements.txt)
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# pip3 install /workspace/text-generation-webui/repositories/GPTQ-for-LLaMa/*.whl
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# pip3 cache purge
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COPY runpod_infer.py /workspace/
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COPY start.sh /
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RUN chmod +x /start.sh
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CMD [ "/start.sh" ]
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