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Insu Jang, Zhenning Yang, Zhen Zhang, Xin Jin, Mosharaf Chowdhury · 2023

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fields

cs.LG 1

years

2024 1

verdicts

UNVERDICTED 1

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HybridFlow: A Flexible and Efficient RLHF Framework

cs.LG · 2024-09-28 · unverdicted · novelty 6.0

HybridFlow combines single- and multi-controller paradigms with a 3D-HybridEngine to deliver 1.53x to 20.57x higher throughput for various RLHF algorithms compared to prior systems.

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  • HybridFlow: A Flexible and Efficient RLHF Framework cs.LG · 2024-09-28 · unverdicted · none · ref 37

    HybridFlow combines single- and multi-controller paradigms with a 3D-HybridEngine to deliver 1.53x to 20.57x higher throughput for various RLHF algorithms compared to prior systems.