Update README.md

README.md

@@ -17,7 +17,7 @@ tags:
 ## ESM2-GBT: Gradient Boosted Trees on ESM2 Embeddings
 
 # Model Overview
-The ESM2-GBT 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 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.
 
 
 # Available Pretrianed Models:
@@ -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/ESM2-GBT", filename="ACE2_RBD_ESM2-GBT.json")
+model_path = hf_hub_download(repo_id="hbp5181/BindPre", filename="ACE2_RBD_BindPre.cbm")
 
 Load Model in CatBoost
 
@@ -56,7 +56,7 @@ from catboost import CatBoostRegressor
 
 model = CatBoostRegressor()
 
-model.load_model(model_path, format="json")
+model.load_model(model_path, format="cbm")
 
 
 # Training Details