Posts tagged Context Parallelism

How to Ensure Kernels Actually Overlapped

• 15 February 2026
Yunpeng Huang
China
English
MagiAttention
Computation-Communication Overlap Distributed Attention Context Parallelism

While the CPU scheduler controls kernel launch order to favor overlap, the GPU Hyper-Q driver [Bradley, 2013] ultimately determines actual execution order non‑deterministically, influenced by transient GPU resource occupancy as well.

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Distributed-Native FFA

• 14 February 2026
Yunpeng Huang
China
English
MagiAttention
Flex-Flash-Attention Distributed Attention Context Parallelism

The upcoming blog post will be released in the near future. Stay tuned!

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Attention Engine for Inference

• 08 February 2026
Zewei Tao
China
English
MagiAttention
AF Disaggregation Distributed Attention Context Parallelism

The upcoming blog post will be released in the near future. Stay tuned!

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Support Native Group Collective Based on DeepEP

• 24 January 2026
Yunpeng Huang , Zewei Tao
China
English
MagiAttention
Group Collective DeepEP Distributed Attention Context Parallelism

The upcoming blog post will be released in the near future. Stay tuned!

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Dynamic Attention Solver

• 21 January 2026
Jin Li , Zewei Tao , Qiangang Wang , Yunpeng Huang
China
English
MagiAttention
Dynamic Load Balance Sparse Attention Hybrid Attention Distributed Attention Context Parallelism

The upcoming blog post will be released in the near future. Stay tuned!

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Long-Context Attention Benchmark

• 19 October 2025
Tao Bu , Qiangang Wang , Bowen Zeng , Hanwen Sun , Yunpeng Huang , Zewei Tao
China
English
MagiAttention
Benchmark Blackwell Flex-Flash-Attention Distributed Attention Context Parallelism

From Kernel Efficiency to Distributed Scalability

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MagiAttention

• 21 April 2025
Zewei Tao , Yunpeng Huang , Qiangang Wang , Hanwen Sun , Jin Li , Tao Bu , Bowen Zeng
China
English
MagiAttention
Attention Slice Representation Computation Load-Balance Zero-Redundant Communication Multi-Stage Overlap Flex-Flash-Attention Group Collective Flash-Attention Distributed Attention Context Parallelism

A Distributed Attention Towards Linear Scalability for Ultra-Long Context, Heterogeneous Mask Training

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