fix the @spaces.GPU

app.py

@@ -46,7 +46,7 @@ def describe_image(image, user_question="Describe this image in great detail."):
         ).to('cpu')
 
         # Load and prepare the model
-        vl_gpt = AutoModelForCausalLM.from_pretrained(model_path, trust_remote_code=True).to(torch.bfloat16).cuda().eval()
+        vl_gpt = AutoModelForCausalLM.from_pretrained(model_path, trust_remote_code=True).to(torch.bfloat16).cpu().eval()
 
         # Generate embeddings from the image input
         inputs_embeds = vl_gpt.prepare_inputs_embeds(**prepare_inputs)