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RLHF is where the model reaches out to people when it's not confident of the output. It's good because it makes the model 'push into' classes the model is weak
by nailer 3y ago
RLHF is where the model reaches out to people when it's not confident of the output. It's good because it makes the model 'push into' classes the model is weak on.
- T-A 3y agoThat doesn't look like any definition of RLHF I'm familiar with, which amounts to first training a reward model on human feedback and then using that reward model to train the target model [1]. No reaching out to humans involved. [1] https://en.wikipedia.org/wiki/Reinforcement_learning_from_human_feedback https://en.wikipedia.org/wiki/Reinforcement_learning_from_hu...
- nailer 3y agoYou're right, I was confusing RLHF with https://en.wikipedia.org/wiki/Human-in-the-loop https://en.wikipedia.org/wiki/Human-in-the-loop