This is phenomenally detailed. Going to come back to this in a while to absorb all the information. Great work, Cameron. This must have taken a lot of effort to put together
Thank Cameron for the great blog!!! You may be interested in ReMax, a more efficient reinforcement learning method than PPO when used in RLHF. In addition, ReMax is very simple with just 6 lines of code to implement. ReMax's paper discusses interesting properties of RLHF that may also be insightful for designing better RLHF algorithms.
This is phenomenally detailed. Going to come back to this in a while to absorb all the information. Great work, Cameron. This must have taken a lot of effort to put together
Thanks Cameron!
Thank Cameron for the great blog!!! You may be interested in ReMax, a more efficient reinforcement learning method than PPO when used in RLHF. In addition, ReMax is very simple with just 6 lines of code to implement. ReMax's paper discusses interesting properties of RLHF that may also be insightful for designing better RLHF algorithms.
ReMax's paper link: https://arxiv.org/abs/2310.10505