v0.51.0

Changes since v0.50.0:

Performance

• 8-warp router GEMV twin — q35 H100 decode +8.8% (router was 14.8% of the step)

Boards + reproduction artifacts: https://huggingface.co/Avifenesh/bw24-bench · full experiment log in research/tune-data/