change cuda

minigpt4/models/base_model.py

@@ -216,7 +216,11 @@ class BaseModel(nn.Module):
                 **lora_kargs
             )
             llama_model = get_peft_model(llama_model, loraconfig)
-
+            # 查看 LoRA 参数的名字和 shape
+            print("LoRA trainable parameters name and shape:")
+            for name, param in llama_model.named_parameters():
+                if param.requires_grad:
+                    print(f"{name}: {tuple(param.shape)}")
             llama_model.print_trainable_parameters()
 
         else: