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B. Ghimire

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#machine learning Preprint Sep 2026

BASP: Communication-Efficient Batch-Aware Sequence Parallelism for LLM Training

This paper introduces Batch- Aware Sequence Parallelism (BASP), a sequence parallelism approach that leverages batch structure to reduce communication overhead and localizing communication and improving training efficiency.

B. Ghimire, Jon C. Calhoun · 0 citations