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DynaResize: Runtime GPU Reallocation for Disaggregated LLM Post-Training

arXiv cs.AI ↗ · 2026-07-28 Cached

DynaResize is a runtime GPU reallocation system that dynamically switches GPUs between Rollout and Training stages during RL-based LLM post-training, improving throughput by 66.5% and reducing execution time by 33% over static configurations.

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