NewBeeNLP

May 31, 2024 · Artificial Intelligence

Can Cleaned Web Data Rival Proprietary Corpora for LLM Training?

This article analyzes whether large‑scale web crawls, when meticulously filtered and deduplicated, can match or surpass the performance of high‑quality curated datasets in training large language models, covering dataset composition, processing pipelines, experimental results, scaling‑law implications, and future data‑efficiency strategies.