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README.md

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-**TextBrewer** is a PyTorch-based toolkit for **distillation of NLP models**. It includes various distilltion techniques from both NLP and CV, and provides an easy-to-use distillation framework, which allows users to quickly experiment with state-of-the-art distillation methods to compress the model with a relatively small sacrifice in performance, increase the inference speed and reduce the memory usage.
+**TextBrewer** is a PyTorch-based model distillation toolkit for natural language processing. It includes various distillation techniques from both NLP and CV field, and provides an easy-to-use distillation framework, which allows users to quickly experiment with the state-of-the-art distillation methods to compress the model with a relatively small sacrifice in the performance, increasing the inference speed and reducing the memory usage.
 
 Paper: [https://arxiv.org/abs/2002.12620](https://arxiv.org/abs/2002.12620)