tkitsers/Llemma-reward-model

This is a reward model finetuned on Llemma-34b. To score the steps, pass encoded text = question + solution as input.

rewards = model(text).mean(dim=-1).sigmoid()[index]

Where index is the positions for special end tokens of each step.