mirror of
https://github.com/huggingface/transformers.git
synced 2025-08-03 03:31:05 +06:00
39 lines
1.8 KiB
Docker
39 lines
1.8 KiB
Docker
FROM nvidia/cuda:11.2.2-cudnn8-devel-ubuntu20.04
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LABEL maintainer="Hugging Face"
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ARG DEBIAN_FRONTEND=noninteractive
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# The following `ARG` are mainly used to specify the versions explicitly & directly in this docker file, and not meant
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# to be used as arguments for docker build (so far).
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ARG PYTORCH='1.11.0'
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# (not always a valid torch version)
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ARG INTEL_TORCH_EXT='1.11.0'
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# Example: `cu102`, `cu113`, etc.
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ARG CUDA='cu113'
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RUN apt update
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RUN apt install -y git libsndfile1-dev tesseract-ocr espeak-ng python3 python3-pip ffmpeg git-lfs
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RUN git lfs install
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RUN python3 -m pip install --no-cache-dir --upgrade pip
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ARG REF=main
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RUN git clone https://github.com/huggingface/transformers && cd transformers && git checkout $REF
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RUN python3 -m pip install --no-cache-dir -e ./transformers[dev,onnxruntime]
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RUN python3 -m pip install --no-cache-dir -U torch==$PYTORCH torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/$CUDA
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RUN python3 -m pip install --no-cache-dir -U tensorflow
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RUN python3 -m pip uninstall -y flax jax
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RUN python3 -m pip install --no-cache-dir torch-scatter -f https://data.pyg.org/whl/torch-$PYTORCH+$CUDA.html
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RUN python3 -m pip install --no-cache-dir intel_extension_for_pytorch==$INTEL_TORCH_EXT+cpu -f https://software.intel.com/ipex-whl-stable
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RUN python3 -m pip install --no-cache-dir git+https://github.com/facebookresearch/detectron2.git pytesseract https://github.com/kpu/kenlm/archive/master.zip
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RUN python3 -m pip install -U "itsdangerous<2.1.0"
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RUN python3 -m pip install --no-cache-dir git+https://github.com/huggingface/accelerate@main#egg=accelerate
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# When installing in editable mode, `transformers` is not recognized as a package.
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# this line must be added in order for python to be aware of transformers.
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RUN cd transformers && python3 setup.py develop
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