2022-10-08 04:30:12 -06:00
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gen-server:
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2022-10-22 12:00:15 -06:00
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# Compile protos
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pip install grpcio-tools==1.49.1 --no-cache-dir
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2022-10-28 11:24:00 -06:00
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mkdir text_generation/pb || true
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python -m grpc_tools.protoc -I../proto --python_out=text_generation/pb --grpc_python_out=text_generation/pb ../proto/generate.proto
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find text_generation/pb/ -type f -name "*.py" -print0 -exec sed -i -e 's/^\(import.*pb2\)/from . \1/g' {} \;
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touch text_generation/pb/__init__.py
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2022-10-08 04:30:12 -06:00
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2022-10-18 07:19:03 -06:00
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install-transformers:
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2022-11-08 09:42:38 -07:00
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# Install specific version of transformers with custom cuda kernels
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2022-10-18 07:19:03 -06:00
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rm transformers || true
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2022-11-08 09:42:38 -07:00
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rm transformers-b55f16c5b71aeef47a66a4270e19c154f050a7a7 || true
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curl -L -O https://github.com/OlivierDehaene/transformers/archive/b55f16c5b71aeef47a66a4270e19c154f050a7a7.zip
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unzip b55f16c5b71aeef47a66a4270e19c154f050a7a7.zip
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rm b55f16c5b71aeef47a66a4270e19c154f050a7a7.zip
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mv transformers-b55f16c5b71aeef47a66a4270e19c154f050a7a7 transformers
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2022-10-18 07:19:03 -06:00
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cd transformers && python setup.py install
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2022-10-08 04:30:12 -06:00
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2022-10-18 07:19:03 -06:00
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install-torch:
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# Install specific version of torch
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pip install torch --extra-index-url https://download.pytorch.org/whl/cu116 --no-cache-dir
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2022-10-08 04:30:12 -06:00
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2022-11-07 04:53:56 -07:00
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install: gen-server install-torch install-transformers
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2022-10-22 12:00:15 -06:00
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pip install pip --upgrade
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pip install -e . --no-cache-dir
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2022-10-08 04:30:12 -06:00
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2022-10-22 12:00:15 -06:00
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run-dev:
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2022-11-07 04:53:56 -07:00
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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
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