GSM8k

A new arXiv paper (2609.05766v1) presents Data Scout, a targeted web-crawling method that builds domain-specific pretraining corpora by directing an LLM to expand a root topic into a taxonomy and thou…

Researchers propose EntMTP, a training-free scheduler that dynamically adjusts multi-token prediction depth based on local entropy, achieving up to 1.36x speedup over Medusa baselines in LLM inference…