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* api_base -> base_url (#383) * InvalidRequestError -> BadRequestError (#389) * remove api_key_path; close #388 * close #402 (#403) * openai client (#419) * openai client * client test * _client -> client * _client -> client * extra kwargs * Completion -> client (#426) * Completion -> client * Completion -> client * Completion -> client * Completion -> client * support aoai * fix test error * remove commented code * support aoai * annotations * import * reduce test * skip test * skip test * skip test * debug test * rename test * update workflow * update workflow * env * py version * doc improvement * docstr update * openai<1 * add tiktoken to dependency * filter_func * async test * dependency * migration guide (#477) * migration guide * change in kwargs * simplify header * update optigude description * deal with azure gpt-3.5 * add back test_eval_math_responses * timeout * Add back tests for RetrieveChat (#480) * Add back tests for RetrieveChat * Fix format * Update dependencies order * Fix path * Fix path * Fix path * Fix tests * Add not run openai on MacOS or Win * Update skip openai tests * Remove unnecessary dependencies, improve format * Add py3.8 for testing qdrant * Fix multiline error of windows * Add openai tests * Add dependency mathchat, remove unused envs * retrieve chat is tested * bump version to 0.2.0b1 --------- Co-authored-by: Li Jiang <bnujli@gmail.com>
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844 B
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9 lines
844 B
Markdown
# Tune GPT Models
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AutoGen also offers a cost-effective hyperparameter optimization technique [EcoOptiGen](https://arxiv.org/abs/2303.04673) for tuning Large Language Models. The research study finds that tuning hyperparameters can significantly improve the utility of them.
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Please find documentation about this feature [here](/docs/Use-Cases/enhanced_inference).
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Links to notebook examples:
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* [Optimize for Code Generation](https://github.com/microsoft/autogen/blob/main/notebook/oai_completion.ipynb) | [Open in colab](https://colab.research.google.com/github/microsoft/autogen/blob/main/notebook/oai_completion.ipynb)
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* [Optimize for Math](https://github.com/microsoft/autogen/blob/main/notebook/oai_chatgpt_gpt4.ipynb) | [Open in colab](https://colab.research.google.com/github/microsoft/autogen/blob/main/notebook/oai_chatgpt_gpt4.ipynb)
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