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[WIP] Integrate Liger CPO & SimPO #2506

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@Mecoli1219 Mecoli1219 commented Dec 20, 2024

What does this PR do?

Integrating Liger-kernel's CPO and SimPO losses into cpo_trainer.

Related to #2495

TODO:

  • Update Liger-kernel's aux-output to include chosen_rewards andrejected_rewards

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  • This PR fixes a typo or improves the docs (you can dismiss the other checks if that's the case).
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  • Did you write any new necessary tests?

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Anyone in the community is free to review the PR once the tests have passed. Feel free to tag
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@Mecoli1219
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Wait for linkedin/Liger-Kernel#492

Signed-off-by: Mecoli1219 <[email protected]>
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