parakeet-tdt-0-6b-v3
0 of 6 operations have a usable best known on NVIDIA B200 · 6 without one
Best known on NVIDIA B200
Multi head QKV projection with RoPE backwardsuite of 16 casesRecursivenot usable81.9µsReported · license unknown · no source2026-07-10
No entry in this cohort passes the usability policy (no public source, no install recipe, license unknown); the fastest known is shown. Measured by the source's own harness. Ranked by its metric under ranking-v1. 19 more entries in this cohort.
Grouped query self attention with RoPEsuite of 16 casesTH3CHARLie | TileGymnot usable73.1µsReported · license unknown · no source2026-07-27
No entry in this cohort passes the usability policy (no public source, no install recipe, license unknown); the fastest known is shown. Measured by the source's own harness. Ranked by its metric under ranking-v1. 30 more entries in this cohort.
Encoder layer dual residual norm chainsuite of 16 casesac4knot usable155.2µsReported · license unknown · no source2026-07-16
No entry in this cohort passes the usability policy (no public source, no install recipe, license unknown); the fastest known is shown. Measured by the source's own harness. Ranked by its metric under ranking-v1. 14 more entries in this cohort.
Fused encoder final norm to decoder cross attention KV projectionsuite of 16 casesRecursivenot usable10.2µsReported · license unknown · no source2026-07-10
No entry in this cohort passes the usability policy (no public source, no install recipe, license unknown); the fastest known is shown. Measured by the source's own harness. Ranked by its metric under ranking-v1. 21 more entries in this cohort.
Fused gated MLP SiLUsuite of 16 casesDatabricksnot usable93.5µsReported · license unknown · no source2026-07-11
No entry in this cohort passes the usability policy (no public source, no install recipe, license unknown); the fastest known is shown. Measured by the source's own harness. Ranked by its metric under ranking-v1. 25 more entries in this cohort.
Cross attention QKV projection with GQA repeat backwardsuite of 16 casesRIAC as wellnot usable151.1µsReported · license unknown · no source2026-08-21
No entry in this cohort passes the usability policy (no public source, no install recipe, license unknown); the fastest known is shown. Measured by the source's own harness. Ranked by its metric under ranking-v1. 15 more entries in this cohort.
Coverage gaps on NVIDIA B200
No eligible evidence yet for these operations. Challenges →