most citedAsyncFlow: An Asynchronous Streaming RL Framework for Efficient LLM Post-Training

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cs.DC2025

AsyncHZP: Hierarchical ZeRO Parallelism with Asynchronous Scheduling for Scalable LLM Training

Huawei Bai, Yifan Huang, Wenqi Shi +4

The training efficiency and scalability of language models on massive clusters currently remain a critical bottleneck. Mainstream approaches like ND parallelism are often cumbersom…