Update README.md

README.md

@@ -14,19 +14,19 @@ tags:
 
 
 
-## BindPre: Gradient Boosted Trees on ESM2 Embeddings
+## BindPred: Gradient Boosted Trees on ESM2 Embeddings
 
 # Model Overview
-The BindPre model is a Gradient Boosted Trees (GBT) regressor trained on ESM2 embeddings from Meta’s ESM2 protein language model. It is designed for binding affinity predictive tasks.
+The BindPred model is a Gradient Boosted Trees (GBT) regressor trained on ESM2 embeddings from Meta’s ESM2 protein language model. It is designed for binding affinity predictive tasks.
 
 
 # Available Pretrianed Models:
 
-ACE2_RBD_BindPre.json	 
+ACE2_RBD_BindPred.json	 
 
 Predicts binding affinity between ACE2 (human and animals) and RBD proteins.
 
-General_BindPre.json	
+General_BindPred.json	
 
 General-purpose GBT model trained on ESM2 embeddings.
 
@@ -48,7 +48,7 @@ from huggingface_hub import hf_hub_download
 
 # Download ACE2 RBD model/General model
 
-model_path = hf_hub_download(repo_id="hbp5181/BindPre", filename="ACE2_RBD_BindPre.cbm")
+model_path = hf_hub_download(repo_id="hbp5181/BindPred", filename="ACE2_RBD_BindPred.cbm")
 
 Load Model in CatBoost