Di He, Songjun Tu, Ajay Jaiswal, Li Shen 0008, Ganzhao Yuan, Shiwei Liu 0003, Lu Yin 0006. AlphaDecay: Module-wise Weight Decay for Heavy-Tailed Balancing in LLMs. In Danielle Belgrave, Cheng Zhang 0005, Laura N. Montoya, Hsuan-Tien Lin, Razvan Pascanu, Piotr Koniusz, Marzyeh Ghassemi, Nancy Chen, Iván Vladimir Meza Ruíz, Arturo Loaiza-Bonilla, editors, Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, NeurIPS 2025, San Diago, CA, USA, December 2-7, 2025 / Mexico City, Mexico, November 30 - December 5, 2025. 2025. [doi]
Abstract is missing.