Update README.md

README.md

@@ -127,8 +127,9 @@ In this process, the CNT solar cells generate a tiny amount of power, but when t
 ```
 
 ## Usage with HuggingFace transformers 
-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.
-The attention layer implementation was incorporated from [#32027 PR](https://github.com/huggingface/transformers/pull/32027)
+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 is 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)
 
 To speed up inference, we recommend installing mamba-ssm and flash attention 2.