| def check_math_result_and_give_tips(inputs): |
| from .orm import MathAccuracy |
| acc = MathAccuracy() |
| |
| prompt = 'But wait... It seems I made a mistake,' |
| contents = [input['messages'][-1]['content'] for input in inputs] |
| rewards = acc(contents, [input['solution'] for input in inputs]) |
| for reward, input in zip(rewards, inputs): |
| content = input['messages'][-1]['content'] |
| if reward < 1 and prompt not in content: |
| if '<answer>' in content: |
| content = content[:content.index('<answer>')] |
| if '</think>' in content: |
| content = content[:content.index('</think>')] |
| content += prompt |
| input['messages'][-1]['content'] = content |
| input['finished'] = False |
| else: |
| input['finished'] = True |
| return inputs |
|
|
|
|
| def check_math_result_and_give_tips_multi_turn(inputs): |
| from .orm import MathAccuracy |
| acc = MathAccuracy() |
| prompt = 'The answer is not correct, It seems You made a mistake, you need to recheck very carefully.' |
| contents = [input['messages'][-1]['content'] for input in inputs] |
| rewards = acc(contents, [input['solution'] for input in inputs]) |
| for reward, input in zip(rewards, inputs): |
| content = input['messages'][-2]['content'] |
| if reward < 1 and prompt not in content: |
| input['messages'].append({'role': 'user', 'content': prompt}) |
| input['finished'] = False |
| else: |
| input['finished'] = True |
| return inputs |
|
|
|
|
| multi_turns = { |
| 'math_tip_trick': check_math_result_and_give_tips, |
| 'math_tip_trick_multi_turn': check_math_result_and_give_tips_multi_turn, |
| } |
|
|
