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NVIDIA-NeMo / Emerging-Optimizers Public

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Pull requests: NVIDIA-NeMo/Emerging-Optimizers

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Pull requests list

Support CANS orthogonalization in Muon.

#140 opened Mar 20, 2026 by mihara-bot

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Add batched QR support to SOAP optimizer

#118 opened Mar 5, 2026 by RPrenger • Draft

7

Norm-Based Adaptive Moment Estimation with Orthogonalized Momentum

#107 opened Feb 20, 2026 by mkhona-nvidia • Draft

3

SPEL: Spectral steepest descent on the Stiefel manifold

#106 opened Feb 18, 2026 by mkhona-nvidia • Draft

Spectron optimizer for low-rank LLM pretraining

#104 opened Feb 17, 2026 by mkhona-nvidia • Draft

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