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#33) The check is done based on filename, file purpose and file size
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.
emorikawa
approved these changes
Jun 29, 2021
| """ | ||
| start = time.time() | ||
| timeout = kwargs.get("timeout", None) | ||
| timeout = kwargs.pop("timeout", None) |
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@rachellim What's the reason for this change? This is preventing the timeout parameter to be passed on to super().create(...), meaning that API users have no way to specify a timeout.
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Hi @feroldi! In trying to avoid a backwards incompatible change, we added a new param called request_timeout so that users could set a timeout that didn't interfere with the existing timeout functionality. It's documented here: https://github.com/openai/openai-python#params
Does that help?
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>
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