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@@ -13,7 +13,7 @@ please cite the paper as:
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  ```
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- For example, the file in `gpt2-medium/wikipedia/6_9.pickle` contains the matrix trained to transform 6th-layer hidden representations of tokens into 9th-layer hidden representations, for the Huggingface transformers `gpt2-medium` model. One loads and multiplies as follows:
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  ```
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  import pickle
 
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+ For example, the file in `gpt2-medium/wikipedia/6_9.pickle` contains the matrix trained, on the wikipedia dataset, to transform 6th-layer hidden representations of tokens into 9th-layer hidden representations, for the Huggingface transformers `gpt2-medium` model. One loads and multiplies as follows:
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  ```
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  import pickle