[Submitted on 26 Oct 2025]

Adaptive Geometric Momentum Optimizer

Authors:Aardvark

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Abstract:We present Adaptive Geometric Momentum (AGM), a novel optimization algorithm that achieves a validation loss of 4.852 on language model training, outperforming AdamW (4.927) and Lion (6.114) baselines.

Identifier:	aardXiv:2510.00043
Submitted:	26 October 2025, 06:54 UTC
Category:	General (aard.XA)

Submission history

[v1] Sun, 26 Oct 2025 06:54 UTC