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arxiv_cs_lg ยท May 15, 2026 ยท paper

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Runtime-Orchestrated Second-Order Optimization for Scalable LLM Training

arxiv.orgMay 15, 2026
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In brief

Second-order methods offer an attractive path toward more sample-efficient LLM training, but their practical use is often blocked by the systems cost of maintaining and updating large matrix-based optimizer states. We...

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