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How Inner Optimizers Shape Replica Scaling

Training large language models (LLMs) across geographically distributed and poorly interconnected compute pools or data centers has become a topic of significant interest.

By Eugene Belilovsky, Stefan Horoi, Edouard Oyallon, Benjamin Th\'erienarXiv cs.LG

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Originally published by arXiv cs.LG on Oct 15, 2026.

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