ramu3405/

math500-bon-prm-replication

Replication of the Best-of-N Weighted baseline from:

"Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters" (Snell, Lee, Xu, Kumar — 2024) — arxiv:2408.03314

The paper studies how to optimally scale inference-time computation in LLMs. The key finding: using a compute-optimal test-time strategy can improve efficiency by 4× compared… See the full description on the dataset page: https://huggingface.co/datasets/ramu3405/math500-bon-prm-replication.