hf_text-generation-inference/server/Makefile

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transformers_commit := 2f87dca1ca3e5663d0637da9bb037a6956e57a5e
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gen-server:
# Compile protos
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pip install grpcio-tools==1.51.1 --no-cache-dir
mkdir text_generation/pb || true
python -m grpc_tools.protoc -I../proto --python_out=text_generation/pb --grpc_python_out=text_generation/pb ../proto/generate.proto
find text_generation/pb/ -type f -name "*.py" -print0 -exec sed -i -e 's/^\(import.*pb2\)/from . \1/g' {} \;
touch text_generation/pb/__init__.py
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install-transformers:
# Install specific version of transformers with custom cuda kernels
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pip uninstall transformers -y || true
rm -rf transformers || true
rm -rf transformers-$(transformers_commit) || true
curl -L -O https://github.com/OlivierDehaene/transformers/archive/$(transformers_commit).zip
unzip $(transformers_commit).zip
rm $(transformers_commit).zip
mv transformers-$(transformers_commit) transformers
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cd transformers && python setup.py install
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install-torch:
# Install specific version of torch
pip install torch --extra-index-url https://download.pytorch.org/whl/cu118 --no-cache-dir
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install: gen-server install-torch install-transformers
pip install pip --upgrade
pip install -e . --no-cache-dir
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run-dev:
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SAFETENSORS_FAST_GPU=1 python -m torch.distributed.run --nproc_per_node=2 text_generation/cli.py serve bigscience/bloom-560m --sharded