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Tencent HunYuan proposes the Stem sparse attention algorithm, reducing initial delay by 3.6 times

2026-06-05 16:16:46

Mars Finance News: On June 5, Tencent Hun Yuan announced the submission of the Stem sparse attention algorithm, which has been accepted by the top machine learning conference ICML-26. According to the full-stack acceleration solution of the Stem algorithm × HPC operators, at the algorithm level, Stem achieves near-lossless accuracy under a 25% budget through Token Position Decay (TPD) and Output Awareness Metric (OAM); at the operator level, the open-source HPC Stem+BSA operator converts sparse benefits into real hardware acceleration, reducing first-byte latency by 3.7 times under a 128K context. (Wide-angle observation)

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