Towards Efficient LLMs Annealing with Principled Sample Selection
Yuanjian Xu · Jianing Hao · Wanbo Zhang · Zhong Li · Guang Zhang
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Yuanjian Xu · Jianing Hao · Wanbo Zhang · Zhong Li · Guang Zhang
Yuanjian Xu · Jianing Hao · Guang Zhang · Zhong Li
Yuanjian Xu · Tianze Sun · Changwei Xu · XinLong Zhao · Jianing Hao · Ran Chen · Yang Liu · Ruijie Xu · Stephen Chen · Guang Zhang
Data mixing strategy is essential for large language model (LLM) training. Empirical evidence shows that inappropriate strategies can significantly reduce generalization. Although recent methods have improved empirical performance, several fundamental questions remain open: what constitutes a dom...
Jianing Hao · Yuhe Wu · Yuanjian Xu · Shichang Meng · Shuai Yuan · Wei Zeng · Zixuan Wang · Guang Zhang
Large language models (LLMs) hold great promise for business applications, yet business analysis remains inherently complex, demanding rigorous reasoning and the integration of diverse knowledge sources. Existing benchmarks typically target narrow tasks and thus leave a fundamental question unans...