Conversational dataset support for KTOTrainer
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This was referenced Oct 18, 2024
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lewtun
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Oct 24, 2024
| @@ -95,24 +93,6 @@ | |||
| # Load the dataset | |||
| dataset = load_dataset(script_args.dataset_name) | |||
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| # If needed, reformat a DPO-formatted dataset (prompt, chosen, rejected) to a KTO-format (prompt, completion, label) | |||
Co-authored-by: lewtun <lewis.c.tunstall@gmail.com>
yxliu-TAMU
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Apr 20, 2025
* `get_batch_sample` -> `generate_from_model[_and_ref]` * add `num_items_in_batch=None` * `num_items_in_batch` in `training_step` * Fix return type hint * desc for unpair dataset util * update example * process in KTO * Update doc * KTO doc rewrite * fix orpo doc * add other dataset config names in test * update doc image * fix links in doc * Update reward and log probability metrics in KTOTrainer doc * skip enc-dec test * Update docs/source/kto_trainer.mdx Co-authored-by: lewtun <lewis.c.tunstall@gmail.com> --------- Co-authored-by: lewtun <lewis.c.tunstall@gmail.com>
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What does this PR do?
Part of #2071
Fixes #2238
This PR also adds support for paired preference dataset for KTO.
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