Update README.md (#1)

- Update README.md (810d0464f94d9c403b85e8bfcd7c417e20ff6eb8)


Co-authored-by: Ian Shi <[email protected]>

README.md

@@ -21,10 +21,11 @@ Orthrus is a mature RNA model for RNA property prediction. It uses a mamba encod
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-Two versions of Orthrus are available:
+Two versions of Orthrus are available for use via HuggingFace ([See collection](https://huggingface.co/collections/quietflamingo/orthrus-67902c204932687e24cc1c01)):
+- [**Orthrus base 4-track**](https://huggingface.co/quietflamingo/orthrus-base-4-track): Encodes the mRNA sequence with a simplified one-hot approach.
+- [**Orthrus large 6-track**](https://huggingface.co/quietflamingo/orthrus-large-6-track): Adds biological context by including splice site indicators and coding sequence markers, which is crucial for accurate mRNA property prediction such as RNA half-life, ribosome load, and exon junction detection.
 
-- 4-track base version: Encodes the mRNA sequence with a simplified one-hot approach.
-- 6-track large version: Adds biological context by including splice site indicators and coding sequence markers, which is crucial for accurate mRNA property prediction such as RNA half-life, ribosome load, and exon junction detection.
+The model cards in the above versions contain instructions to use Orthrus directly from HuggingFace. See below for more comprehensive instructions to run Orthrus from this HF repo based on the original github repo.
 
 **Why the Mamba Backbone?**
 The mamba architecture is an extension of the S4 (structured state-space) model family, which excels at handling long sequences like mRNAs that can reach over 12,000 nucleotides. This makes it an ideal fit for RNA property prediction models for several reasons: