4D Parallelism

WLB-LLM: Workload-Balanced 4D Parallelism for Large Language Model Training featured image

WLB-LLM: Workload-Balanced 4D Parallelism for Large Language Model Training

A workload-balanced 4D parallelism method for long-context LLM training that combines variable-length packing and outlier delay at the PP level with per-document sharding and …

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Yuliang Yang
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