面向低资源阿拉伯语语音LLM，用数据调度玩转多任务指令调优，稀缺语种建模必看
arXiv:2601.12494v3 Announce Type: replace-cross Abstract: Audio large language models (LLMs) enable unified speech understanding and generation, but a…
多目标强化学习调度数据，让大模型预训练更高效。
arXiv:2606.24133v1 Announce Type: new Abstract: The composition of training data, governed by the diversity of sources and their mixing strategy, is a…
新型动态有向图约束数据调度方法，大幅提升LLM训练效率与收敛速度。
arXiv:2605.31164v1 Announce Type: cross Abstract: Training data plays a central role in large language models (LLMs) optimization, motivating extensiv…
从理论层面揭示LLM训练中高质量数据的最优调度策略，基于质量感知功能缩放定律给出数据使用时机。
arXiv:2605.25698v1 Announce Type: cross Abstract: High-quality data is scarce in large language model (LLM) training, yet how to schedule its use join…