Update app.py

app.py

@@ -30,12 +30,6 @@ model = PeftModel.from_pretrained(
     adapter_name="cardio_adapter"
 )
 
-# Explicitly load adapter weights to CPU
-adapter_weights = torch.load(
-    f"{ADAPTER_PATH}/adapter_model.bin", 
-    map_location=torch.device('cpu')
-)
-model.load_state_dict(adapter_weights, strict=False)
 
 # Force CPU-safe model loading
 #base_model = AutoModelForCausalLM.from_pretrained(BASE_MODEL, torch_dtype=torch.float32)