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@@ -8,12 +8,15 @@ Adaptation of the [flan-t5-xl](https://huggingface.co/google/flan-t5-xl) weights
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  This adaptation should enable the user to efficiently continue the pre-training of the flan-t5 to adapt it to more recent data, or to specialize it in a specific domain, for example.
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  ### Usage
 
 
 
 
 
 
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  ```
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  from transformers import AutoModel, AutoTokenizer
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  model = AutoModel.from_pretrained("CATIE-AQ/FAT5-xl-flan-en", trust_remote_code=True)
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  tokenizer = AutoTokenizer.from_pretrained("google/flan-t5-xl")
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  ```
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- > [!WARNING]
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- > For this FAT5-xl-flan-en, we forgot to add a file that is necessary for the model to run (and which we have since lost) 🙃
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- > Thanks to [Thalesian](https://huggingface.co/Thalesian) for proposing a solution to this problem. We invite you to read his message [here](https://huggingface.co/CATIE-AQ/FAT5-xl-flan-en/discussions/1#6920de5350957102d95b6c01) to run his fix.
 
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  This adaptation should enable the user to efficiently continue the pre-training of the flan-t5 to adapt it to more recent data, or to specialize it in a specific domain, for example.
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  ### Usage
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+
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+ > [!WARNING]
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+ > For this FAT5-xl-flan-en, we forgot to add a file that is necessary for the model to run (and which we have since lost) 🙃
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+ > Thanks to [Thalesian](https://huggingface.co/Thalesian) for proposing a solution to this problem. We invite you to read his message [here](https://huggingface.co/CATIE-AQ/FAT5-xl-flan-en/discussions/1#6920de5350957102d95b6c01) to run his fix.
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  ```
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  from transformers import AutoModel, AutoTokenizer
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  model = AutoModel.from_pretrained("CATIE-AQ/FAT5-xl-flan-en", trust_remote_code=True)
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  tokenizer = AutoTokenizer.from_pretrained("google/flan-t5-xl")
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  ```
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