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GradientStabilizer:Fix the Norm, Not the Gradient

GradientStabilizer replaces gradient magnitudes with running-statistic estimates to eliminate spike-induced divergence across LLM pretraining, quantization-aware training, and reinforcement learning.

Tianjin Huang, Zhangyang Wang, Haotian Hu, Zhenyu Zhang and 9 more

Published Feb 24, 2025 · 0 citations · ▲ 20 on Hugging Face · Code ★ 28

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AI panel: 14 of 20 reviewers recommend it
lenient 5/5
medium 8/10
strict 1/5