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@@ -180,11 +180,14 @@ sparse_rep = expander.expand(
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  ## 8. With HuggingFace
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- **NOTEBOOK USERS, please login first**
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  ```
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  !huggingface-cli login
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  ```
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  ```python
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  import torch
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  from transformers import AutoModelForMaskedLM, AutoTokenizer
 
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  ## 8. With HuggingFace
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+ **NOTEBOOK user? Login first**
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  ```
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  !huggingface-cli login
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  ```
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+ **Integrating in your code ?**
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+ [Everything you need to know about using HF tokens](https://huggingface.co/docs/hub/en/security-tokens)
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+
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  ```python
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  import torch
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  from transformers import AutoModelForMaskedLM, AutoTokenizer