Update README.md

README.md

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 ## Usage with HuggingFace transformers 
 Model weights were converted from the original Mamba2 implementation to be Hugging Face compatible. <br>
 Due to the lack of official support for Mamba2 attention layers in Hugging Face Transformers, custom modeling files are included. <br>
-The attention layer implementation for the modeling files are based on the work from Pull Request #32027 in the Hugging Face Transformers repository: [https://github.com/huggingface/transformers/pull/32027](https://github.com/huggingface/transformers/pull/32027)
+The implementation of Mamba2 with attention in the modeling files comes from Pull Request #32027 in the Hugging Face Transformers repository: [https://github.com/huggingface/transformers/pull/32027](https://github.com/huggingface/transformers/pull/32027)
 
 To speed up inference, we recommend installing mamba-ssm and flash attention 2.