Does reward model need retraining with domain specific inputs?

Course Q&A Generative AI with Large Language Models
1

I think the reward model has to be pretrained with the set of {{completions1, completions2}, {human label 1, human label2}}
, right?

2

Hey @saileshbaidya,

Yes, in reinforcement learning and imitation learning, a reward model is often pretrained using a dataset of completions and corresponding human labels to guide the model’s behavior effectively.

Cheers!
Jamal

3

Awesome, thanks!