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Update README.md

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  Requires PyTorch 2.5+ for the most savings, see [SDPA](https://pytorch.org/docs/stable/generated/torch.nn.functional.scaled_dot_product_attention.html).
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  ```python
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  import torch
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  from transformers import AutoModel, AutoTokenizer
 
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  Requires PyTorch 2.5+ for the most savings, see [SDPA](https://pytorch.org/docs/stable/generated/torch.nn.functional.scaled_dot_product_attention.html).
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+ Outputting attentions and predicting contacts are not possible from SDPA. Various other optimizations also make the base implementation slightly different than the HF one.
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  ```python
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  import torch
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  from transformers import AutoModel, AutoTokenizer