Pivotal Token Search (PTS): Targeting Critical Decision Points in LLM Training(huggingface.co)

2 pointsby codelion11 bulan yang lalu1 comments

Pivotal Token Search (PTS): Targeting Critical Decision Points in LLM Training

https://huggingface.co/blog/codelion/pts

1 comments

Hey, really cool work love the idea of focusing on key decision points. I was curious though since confidence can be non monotonic during CoT[1], how does binary search handle cases where there are multiple ups and downs in confidence? It seems like there might be more than one "pivotal" token, so I wonder if there's a plan to support multi-token pivots or use a different approach than binary search?

[1] - https://arxiv.org/abs/2505.14489