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Jianfeng Chen

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#software testing Open access Oct 2026

Qstreams: Role-Biased Residual Streams for Transformers — Reproducibility Package

Source code and saved-result reproducibility material for Qstreams: Role-Biased Residual Streams for Transformers, by Jianfeng Chen (Independent Researcher). Qstreams maintains multiple residual streams with explicit Q/K/V read-role biases. This release includes 36 implementation/runtime packages, fixed protocols, 54 c...

Jianfeng Chen · 0 citations

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