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Update README.md (pytorch#188)
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msaroufim authored Apr 29, 2024
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```Shell
git clone https://github.com/pytorch/ao
cd ao
python setup.py develop
pip install .
```

### Quantization
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## Supported Features
1. [Quantization algorithms](./torchao/quantization)
- Int4 weight-only quantization TODO: Where is this?

- [Int8 weight-only](https://github.com/pytorch/ao/blob/main/torchao/quantization/weight_only.py) quantization
- [Int4 weight-only](https://github.com/pytorch/pytorch/blob/main/aten/src/ATen/native/cuda/int4mm.cu) quantization
- [GPTQ](https://github.com/pytorch/ao/blob/main/torchao/quantization/GPTQ.py) and [Smoothquant](https://github.com/pytorch/ao/blob/main/torchao/quantization/smoothquant.py) for low latency inference
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