HSAP proposes a sequence-aware parallelism algorithm with JIT-optimized NCCL communication, integrated into a hierarchical framework that combines existing paradigms to support correct causal attention on hybrid-context packed sequences.
arXiv preprint arXiv:2311.02382 , year=
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HSAP: A Hierachical Sequence-aware Parallelism for Hybrid-Context Generative Models
HSAP proposes a sequence-aware parallelism algorithm with JIT-optimized NCCL communication, integrated into a hierarchical framework that combines existing paradigms to support correct causal attention on hybrid-context packed sequences.