Add configuration option for how to turn an API key into a request header #34
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Oct 10, 2021
* Add CLI option to download files (#34) * Option to check if file has been uploaded in the past before uploading (#33) The check is done based on filename, file purpose and file size * Add fine-tuning hparams directly into the fine-tunes CLI (#35) * update fine_tunes cli use_packing argument (#38) * A file verification and remediation tool. It applies the following validations: - prints the number of examples, and warns if it's lower than 100 - ensures prompt and completion columns are present - optionally removes any additional columns - ensures all completions are non-empty - infers which type of fine-tuning the data is most likely in (classification, conditional generation and open-ended generation) - optionally removes duplicate rows - infers the existence of a common suffix, and if there is none, suggests one for classification and conditional generation - optionally prepends a space to each completion, to make tokenization better - optionally splits into training and validation set for the classification use case - optionally ensures there's an ending string for all completions - optionally lowercases completions or prompts if more than a 1/3 of alphanumeric characters are upper case It interactively asks the user to accept or reject recommendations. If the user is happy, then it saves the modified output file as a jsonl, which is ready for being used in fine-tuning with the printed command. * Completion: remove from kwargs before passing to EngineAPI (#37) * Version bump before pushing to external Co-authored-by: Todor Markov <todor.m.markov@gmail.com> Co-authored-by: Boris Power <81998504+BorisPower@users.noreply.github.com> Co-authored-by: Dave Cummings <dave@openai.com>
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Hey @eaftan, thanks for the PR! Can you tell me a bit more about this PR and what it could be used for? |
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I'm going to close this out for now. Feel free to open this back up later if you'd like to talk about this PR |
cgayapr
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Dec 14, 2024
* Add CLI option to download files (openai#34) * Option to check if file has been uploaded in the past before uploading (openai#33) The check is done based on filename, file purpose and file size * Add fine-tuning hparams directly into the fine-tunes CLI (openai#35) * update fine_tunes cli use_packing argument (openai#38) * A file verification and remediation tool. It applies the following validations: - prints the number of examples, and warns if it's lower than 100 - ensures prompt and completion columns are present - optionally removes any additional columns - ensures all completions are non-empty - infers which type of fine-tuning the data is most likely in (classification, conditional generation and open-ended generation) - optionally removes duplicate rows - infers the existence of a common suffix, and if there is none, suggests one for classification and conditional generation - optionally prepends a space to each completion, to make tokenization better - optionally splits into training and validation set for the classification use case - optionally ensures there's an ending string for all completions - optionally lowercases completions or prompts if more than a 1/3 of alphanumeric characters are upper case It interactively asks the user to accept or reject recommendations. If the user is happy, then it saves the modified output file as a jsonl, which is ready for being used in fine-tuning with the printed command. * Completion: remove from kwargs before passing to EngineAPI (openai#37) * Version bump before pushing to external Co-authored-by: Todor Markov <todor.m.markov@gmail.com> Co-authored-by: Boris Power <81998504+BorisPower@users.noreply.github.com> Co-authored-by: Dave Cummings <dave@openai.com>
safa0
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Apr 27, 2025
fix: clarify multi-agent orchestration description
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