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Feat: minor docs improvements for RLHF and faq on embeddings #2401

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Description

Added following new questions on discord.

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rl:
# whether to perform weighting if doing DPO training. Boolean.
dpo_use_weighting:
rl_beta: # Optional[float]. The beta parameter for the RL training.
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I think the recommended way is to use trl.beta now?

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Is that the recommended approach now? I was under the impression we're leaving the trl: namespace for GRPO specifically.

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From internal discussion, we will be keeping both for now and ensuring they are the same.

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