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root_scripts/prompt_compare.txt

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+========== ORIGINAL PROMPT ==========
+def build_open_ended_prompt(sample):
+    """Build an open-ended prompt (no MCQ options)."""
+    desc = sample.get('description', '')
+    question = sample.get('question', '')
+
+    prompt = f"""Look at the image and answer the physics question.
+
+{desc}
+
+{question}
+
+
+========== ORIGINAL GENERATE ==========
+                output_ids = model.generate(**inputs, max_new_tokens=MAX_NEW_TOKENS)
+
+            generated = output_ids[0][inputs.input_ids.shape[1]:]
+            response = processor.decode(generated, skip_special_tokens=True)
+        except Exception as e:
+            response = f"ERROR: {str(e)}"
+
+========== MY PROMPT ==========
+def build_open_ended_prompt(sample):
+    q = sample.get("question", "")
+    return f"Look at this image and answer the physics question. Think step by step and put your final answer in \\boxed{{}}.\n\nQuestion: {q}"
+
+def run_inference_on_gpu(gpu_id, model_path, samples, output_file):
+    """Run inference for a subset of samples on a specific GPU."""
+
+========== MY GENERATE ==========
+                output_ids = model.generate(**inputs, max_new_tokens=2048, temperature=0.1, do_sample=False)
+            
+            output_text = processor.batch_decode(output_ids[:, inputs.input_ids.shape[1]:], 
+                                                  skip_special_tokens=True)[0]