Demystifying Data Organization for Enhanced LLM Training 事件

Demystifying Data Organization for Enhanced LLM Training arXiv:2605.30334v1 Announce Type: cross Abstract: Large Language Models (LLMs) have revolutionized various fields, yet their training efficiency is heavily reliant on effective data curation. While data selection has been widely studied, the strategic data organization for enhanced training remains an underexplored area, particularly since current LLMs are often trained for only one or a few epochs. This paper systematically explores the