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Create README.md (deepspeedai#255)
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# DeepSpeed Model Compression examples
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Examples in this folder are helpful to try out some features and models that take advantage of the DeepSpeed compression library.
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A detailed tutorial for understanding and using DeepSpeed model compression features can be seen from here: https://www.deepspeed.ai/tutorials/model-compression/

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