2025 "llm pre-training" Papers

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Conference

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Mind the Gap: Examining the Self-Improvement Capabilities of Large Language Models

Yuda Song, Hanlin Zhang, Carson Eisenach et al.

ICLR 2025posterarXiv:2412.02674

Power Lines: Scaling laws for weight decay and batch size in LLM pre-training

Shane Bergsma, Nolan Dey, Gurpreet Gosal et al.

NeurIPS 2025posterarXiv:2505.13738
15
citations

SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training

Tianjin Huang, Ziquan Zhu, Gaojie Jin et al.

ICLR 2025posterarXiv:2501.06842
15
citations