allenai / reward-bench

RewardBench: the first evaluation tool for reward models.
https://huggingface.co/spaces/allenai/reward-bench
Apache License 2.0
375 stars 47 forks source link

Generative RM #3

Closed natolambert closed 6 months ago

natolambert commented 9 months ago

To use models like GPT4 and others as a baseline, we need a script that generates a response to which is better. I'm not sure if we want to include this yet.

An example model is Auto J.

Even with temperature = 0, there are lots of ways for this to seem unnecessary and non-deterministic (unless trained with DPO).