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@@ -128,6 +128,7 @@ In this process, the CNT solar cells generate a tiny amount of power, but when t
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  ## Usage with HuggingFace transformers
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  Model weights were converted to be Hugging Face compatible, with custom modeling files included due to the lack of official support for Mamba2 attention layers.
 
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  To speed up inference, we recommend installing mamba-ssm and flash attention 2.
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  ## Usage with HuggingFace transformers
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  Model weights were converted to be Hugging Face compatible, with custom modeling files included due to the lack of official support for Mamba2 attention layers.
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+ The attention layer implementation was incorporated from [#32027 PR](https://github.com/huggingface/transformers/pull/32027)
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  To speed up inference, we recommend installing mamba-ssm and flash attention 2.
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