Reported evidence · last observed 2026-05-27. Reported by source; not independently reproduced.
pip install "liger-kernel==0.8.0"Faster under a different protocol, not comparable here: 465.2 µs View →
The query left these dimensions open; this is the most-measured of 3 cohorts. The hardware chips above switch it.
Close matches. Each row lists what differs.
Differs from the request. vocab: requested 128256, observed 4096; tokens: requested 1024, observed 8192. Reported by source; not independently reproduced.
Differs from the request. vocab: requested 128256, observed 8192; tokens: requested 1024, observed 8192. Reported by source; not independently reproduced.
Differs from the request. vocab: requested 128256, observed 4096; tokens: requested 1024, observed 8192. Reported by source; not independently reproduced.
Differs from the request. tokens: requested 1024, observed 2048. Reported by source; not independently reproduced.
Differs from the request. vocab: requested 128256, observed 8192; tokens: requested 1024, observed 8192. Reported by source; not independently reproduced.
Differs from the request. tokens: requested 1024, observed 4096. Reported by source; not independently reproduced.
Differs from the request. tokens: requested 1024, observed 8192. Reported by source; not independently reproduced.
Differs from the request. tokens: requested 1024, observed 2048. Reported by source; not independently reproduced.
Differs from the request. tokens: requested 1024, observed 2048. Reported by source; not independently reproduced.
Differs from the request. vocab: requested 128256, observed 16384; tokens: requested 1024, observed 8192. Reported by source; not independently reproduced.
Differs from the request. vocab: requested 128256, observed 16384; tokens: requested 1024, observed 8192. Reported by source; not independently reproduced.
Differs from the request. tokens: requested 1024, observed 4096. Reported by source; not independently reproduced.
Differs from the request. tokens: requested 1024, observed 4096. Reported by source; not independently reproduced.
Differs from the request. vocab: requested 128256, observed 32768; tokens: requested 1024, observed 8192. Reported by source; not independently reproduced.
Differs from the request. vocab: requested 128256, observed 32768; tokens: requested 1024, observed 8192. Reported by source; not independently reproduced.
Differs from the request. tokens: requested 1024, observed 8192. Reported by source; not independently reproduced.
Differs from the request. vocab: requested 128256, observed 65536; tokens: requested 1024, observed 8192. Reported by source; not independently reproduced.
Differs from the request. tokens: requested 1024, observed 8192. Reported by source; not independently reproduced.
Differs from the request. vocab: requested 128256, observed 65536; tokens: requested 1024, observed 8192. Reported by source; not independently reproduced.
Differs from the request. vocab: requested 128256, observed 131072; tokens: requested 1024, observed 8192. Reported by source; not independently reproduced.
Differs from the request. vocab: requested 128256, observed 131072; tokens: requested 1024, observed 8192. Reported by source; not independently reproduced.
Missing a kernel here? Evidence submissions open with the contribution beta.
Liger-Kernel benchmarks · last observed 2026-05-27