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Efficient large-scale language model training on GPU clusters using Megatron-LM

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cs.LG 1

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2025 1

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Cornfigurator: Automated Planning for Any-to-Any Multimodal Model Serving

cs.LG · 2025-12-16 · conditional · novelty 8.0

Cornfigurator is the first automated deployment planner for generic any-to-any multimodal models that explores the full range of colocation-to-disaggregation strategies and delivers 1.12x to 6.32x higher goodput than existing systems or expert plans.

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  • Cornfigurator: Automated Planning for Any-to-Any Multimodal Model Serving cs.LG · 2025-12-16 · conditional · none · ref 27

    Cornfigurator is the first automated deployment planner for generic any-to-any multimodal models that explores the full range of colocation-to-disaggregation strategies and delivers 1.12x to 6.32x higher goodput than existing systems or expert plans.