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openai online & batch only supported models are gpt4o and gpt4o-mini #164

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CharlieJCJ opened this issue Nov 21, 2024 · 0 comments
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@CharlieJCJ
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CharlieJCJ commented Nov 21, 2024

Tested on openai models without openai structured output supported, e.g. gpt 3.5 turbo, would yield the following logs.

Let's be explicit about supported models for each requestor in README, after #74 lands

(bespokelabs-curator-py3.12) (base) ➜  bella git:(CURATOR-28-add-a-lite-llm-backend-for-curator) ✗ python examples/poem.py
Processing parallel requests to OpenAI:   0%|                                                                            | 0/1 [00:00<?, ?it/s]2024-11-21 02:02:34,153 - bespokelabs.curator.request_processor.openai_online_request_processor - WARNING - Request 0 failed with error {'message': "Invalid parameter: 'response_format' of type 'json_schema' is not supported with this model. Learn more about supported models at the Structured Outputs guide: https://platform.openai.com/docs/guides/structured-outputs", 'type': 'invalid_request_error', 'param': None, 'code': None}
2024-11-21 02:02:34,269 - bespokelabs.curator.request_processor.openai_online_request_processor - WARNING - Request 0 failed with error {'message': "Invalid parameter: 'response_format' of type 'json_schema' is not supported with this model. Learn more about supported models at the Structured Outputs guide: https://platform.openai.com/docs/guides/structured-outputs", 'type': 'invalid_request_error', 'param': None, 'code': None}
2024-11-21 02:02:34,387 - bespokelabs.curator.request_processor.openai_online_request_processor - WARNING - Request 0 failed with error {'message': "Invalid parameter: 'response_format' of type 'json_schema' is not supported with this model. Learn more about supported models at the Structured Outputs guide: https://platform.openai.com/docs/guides/structured-outputs", 'type': 'invalid_request_error', 'param': None, 'code': None}
2024-11-21 02:02:34,520 - bespokelabs.curator.request_processor.openai_online_request_processor - WARNING - Request 0 failed with error {'message': "Invalid parameter: 'response_format' of type 'json_schema' is not supported with this model. Learn more about supported models at the Structured Outputs guide: https://platform.openai.com/docs/guides/structured-outputs", 'type': 'invalid_request_error', 'param': None, 'code': None}
2024-11-21 02:02:34,622 - bespokelabs.curator.request_processor.openai_online_request_processor - WARNING - Request 0 failed with error {'message': "Invalid parameter: 'response_format' of type 'json_schema' is not supported with this model. Learn more about supported models at the Structured Outputs guide: https://platform.openai.com/docs/guides/structured-outputs", 'type': 'invalid_request_error', 'param': None, 'code': None}
2024-11-21 02:02:34,623 - bespokelabs.curator.request_processor.openai_online_request_processor - ERROR - Request {'model': 'gpt-3.5-turbo', 'messages': [{'role': 'user', 'content': 'Generate 10 diverse topics that are suitable for writing poems about.'}], 'response_format': {'type': 'json_schema', 'json_schema': {'name': 'output_schema', 'schema': {'properties': {'topics_list': {'description': 'A list of topics.', 'items': {'type': 'string'}, 'title': 'Topics List', 'type': 'array'}}, 'required': ['topics_list'], 'title': 'Topics', 'type': 'object'}}}} failed after all attempts.Saved errors [{'error': {'message': "Invalid parameter: 'response_format' of type 'json_schema' is not supported with this model. Learn more about supported models at the Structured Outputs guide: https://platform.openai.com/docs/guides/structured-outputs", 'type': 'invalid_request_error', 'param': None, 'code': None}}, {'error': {'message': "Invalid parameter: 'response_format' of type 'json_schema' is not supported with this model. Learn more about supported models at the Structured Outputs guide: https://platform.openai.com/docs/guides/structured-outputs", 'type': 'invalid_request_error', 'param': None, 'code': None}}, {'error': {'message': "Invalid parameter: 'response_format' of type 'json_schema' is not supported with this model. Learn more about supported models at the Structured Outputs guide: https://platform.openai.com/docs/guides/structured-outputs", 'type': 'invalid_request_error', 'param': None, 'code': None}}, {'error': {'message': "Invalid parameter: 'response_format' of type 'json_schema' is not supported with this model. Learn more about supported models at the Structured Outputs guide: https://platform.openai.com/docs/guides/structured-outputs", 'type': 'invalid_request_error', 'param': None, 'code': None}}, {'error': {'message': "Invalid parameter: 'response_format' of type 'json_schema' is not supported with this model. Learn more about supported models at the Structured Outputs guide: https://platform.openai.com/docs/guides/structured-outputs", 'type': 'invalid_request_error', 'param': None, 'code': None}}] to /home/charlieji/.cache/curator/5a4940f3cbb921db/responses_0.jsonl
Processing parallel requests to OpenAI: 100%|████████████████████████████████████████████████████████████████████| 1/1 [00:00<00:00,  1.62it/s]
2024-11-21 02:02:34,624 - bespokelabs.curator.request_processor.openai_online_request_processor - WARNING - 1 / 1 requests failed. Errors logged to /home/charlieji/.cache/curator/5a4940f3cbb921db/responses_0.jsonl.
Traceback (most recent call last):
  File "/home/charlieji/workspace/bella/examples/poem.py", line 27, in <module>
    topics: Dataset = topic_generator()
                      ^^^^^^^^^^^^^^^^^
  File "/home/charlieji/workspace/bella/src/bespokelabs/curator/prompter/prompter.py", line 146, in __call__
    return self._completions(self._request_processor, dataset, working_dir)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/charlieji/workspace/bella/src/bespokelabs/curator/prompter/prompter.py", line 240, in _completions
    dataset = request_processor.run(
              ^^^^^^^^^^^^^^^^^^^^^^
  File "/home/charlieji/workspace/bella/src/bespokelabs/curator/request_processor/openai_online_request_processor.py", line 189, in run
    dataset = self.create_dataset_files(
              ^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/home/charlieji/workspace/bella/src/bespokelabs/curator/request_processor/base_request_processor.py", line 325, in create_dataset_files
    raise ValueError("All requests failed")
ValueError: All requests failed
@CharlieJCJ CharlieJCJ changed the title openai online & batch only supported models are gpt4o and gpt4o-mini openai online & batch only supported models are gpt4o and gpt4o-mini and o1 and o1-mini Nov 21, 2024
@CharlieJCJ CharlieJCJ changed the title openai online & batch only supported models are gpt4o and gpt4o-mini and o1 and o1-mini openai online & batch only supported models are gpt4o and gpt4o-mini Nov 22, 2024
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