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Update README.md

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@@ -95,7 +95,7 @@ python run_glue.py \
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  ```
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- The best model is stored in the `best_model` folder.
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  ### Framework versions
 
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  ```
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+ The best model checkpoint is stored in the `best_model` folder. Here we only upload that checkpoint folder together with some config files.
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  ### Framework versions