Update avp_web/engine.py

avp_web/engine.py

@@ -7,7 +7,7 @@ avp_web.engine (Space-ready)
 - Physchem features via util.data.generate_features (expects FASTA FILE PATH)
 - Loads scaler.pkl + columns.json from avp_web/assets
 - Loads best_model.pth from repo root (or env AVP_CKPT)
-- forward(): model_att.AVP_HNCL_v3(esm_sequence_embedding, additional_features)
+- forward(): model_att.AVP_Fusion(esm_sequence_embedding, additional_features)
 """
 
 import os
@@ -124,9 +124,9 @@ class AVPPredictor:
         if str(REPO_ROOT) not in sys.path:
             sys.path.insert(0, str(REPO_ROOT))
 
-        from model_att import AVP_HNCL_v3
+        from model_att import AVP_Fusion
 
-        model = AVP_HNCL_v3(
+        model = AVP_Fusion(
             esm_dim=640,
             additional_dim=self.additional_dim,
             cnn_out_channels=256,