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cs.LG2025
Confucius3-Math: A Lightweight High-Performance Reasoning LLM for Chinese K-12 Mathematics Learning
Lixin Wu, Na Cai, Qiao Cheng +2
We introduce Confucius3-Math, an open-source large language model with 14B parameters that (1) runs efficiently on a single consumer-grade GPU; (2) achieves SOTA performances on a…
cs.LG2020★ 4 cited
Collective Loss Function for Positive and Unlabeled Learning
Chenhao Xie, Qiao Cheng, Jiaqing Liang +2
People learn to discriminate between classes without explicit exposure to negative examples. On the contrary, traditional machine learning algorithms often rely on negative example…