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Language models are few-shot learners

2 Pith papers cite this work. Polarity classification is still indexing.

2 Pith papers citing it

fields

cs.CL 1 cs.LG 1

years

2026 1 2025 1

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UNVERDICTED 2

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Anytime Training with Schedule-Free Spectral Optimization

cs.LG · 2026-05-21 · unverdicted · novelty 5.0

SF-NorMuon is a new schedule-free spectral optimizer that closes the gap with tuned AdamW on 125M-772M parameter models across 1-8x Chinchilla horizons while providing stationarity guarantees.

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