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Update README.md
PanQiWei authored Apr 24, 2023
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### Evaluation on Downstream Tasks
One can use tasks defined in `auto_gptq.eval_tasks` to evaluate model's performance on specific down-stream task before and after quantization.

The predefined tasks support all causal-language-models implemented in [huggingface transformers](https://github.com/huggingface/transformers) and in this project.
The predefined tasks support all causal-language-models implemented in [Hugging Face transformers](https://github.com/huggingface/transformers) and in this project.

Below is an example to evaluate `EleutherAI/gpt-j-6b` on sequence-classification task using `cardiffnlp/tweet_sentiment_multilingual` dataset:
```python

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