Update README.md

README.md

@@ -6,7 +6,11 @@ library_name: peft
 # Model Card for Model ID
 
 <!-- Provide a quick summary of what the model is/does. -->
-This model is used to predict mutation fitness score of protein PTEN_HUMAN (Phosphatidylinositol 3,4,5-trisphosphate 3-phosphatase and dual-specificity protein phosphatase). 
+This model is trained on a sigle site deep mutation scanning dataset and
+can be used to predict fitness score of mutant amino acid sequence of protein [PTEN_HUMAN](https://www.uniprot.org/uniprotkb/P60484/entry) (Phosphatidylinositol 3,4,5-trisphosphate 3-phosphatase and dual-specificity protein phosphatase). 
+
+
+## Protein Function
 Dual-specificity protein phosphatase, dephosphorylating tyrosine-, serine- and threonine-phosphorylated proteins.
 Also functions as a lipid phosphatase, removing the phosphate in the D3 position of the inositol ring of PtdIns(3,4,5)P3/phosphatidylinositol 3,4,5-trisphosphate, PtdIns(3,4)P2/phosphatidylinositol 3,4-diphosphate and PtdIns3P/phosphatidylinositol 3-phosphate with a preference for PtdIns(3,4,5)P3.
 Furthermore, this enzyme can also act as a cytosolic inositol 3-phosphatase acting on Ins(1,3,4,5,6)P5/inositol 1,3,4,5,6 pentakisphosphate and possibly Ins(1,3,4,5)P4/1D-myo-inositol 1,3,4,5-tetrakisphosphate.
@@ -16,7 +20,9 @@ protein level regression
 
 ### Dataset description
 The dataset is from [Deep generative models of genetic variation capture the effects of mutations](https://www.nature.com/articles/s41592-018-0138-4).
+And can also be found on [SaprotHub dataset](https://huggingface.co/datasets/SaProtHub/DMS_PTEN_HUMAN).
 
+Label means fitness score of each mutant amino acid sequence.
 ### Model input type
 Amino acid sequence