Reported evidence · last observed 2026-05-27. Reported by source; not independently reproduced.
pip install "liger-kernel==0.8.0"Reported evidence · last observed 2026-05-27. The source's designated baseline implementation. Reported by source; not independently reproduced.
Faster under a different protocol, not comparable here: 1.02 ms View →
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. vocab: requested 128256, observed 4096; tokens: requested 1024, observed 8192. The source's designated baseline implementation. 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 8192; tokens: requested 1024, observed 8192. The source's designated baseline implementation. Reported by source; not independently reproduced.
Differs from the request. tokens: requested 1024, observed 2048. The source's designated baseline implementation. Reported by source; not independently reproduced.
Differs from the request. vocab: requested 128256, observed 4096; tokens: requested 1024, observed 8192. The source's designated baseline implementation. 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. The source's designated baseline implementation. 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. The source's designated baseline implementation. Reported by source; not independently reproduced.
Differs from the request. tokens: requested 1024, observed 4096. The source's designated baseline implementation. Reported by source; not independently reproduced.
Differs from the request. vocab: requested 128256, observed 8192; tokens: requested 1024, observed 8192. The source's designated baseline implementation. 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. tokens: requested 1024, observed 2048. The source's designated baseline implementation. 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. The source's designated baseline implementation. 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. The source's designated baseline implementation. Reported by source; not independently reproduced.
Differs from the request. tokens: requested 1024, observed 8192. The source's designated baseline implementation. Reported by source; not independently reproduced.
Differs from the request. vocab: requested 128256, observed 16384; tokens: requested 1024, observed 8192. The source's designated baseline implementation. 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. tokens: requested 1024, observed 4096. The source's designated baseline implementation. 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. The source's designated baseline implementation. 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. The source's designated baseline implementation. Reported by source; not independently reproduced.
Differs from the request. vocab: requested 128256, observed 32768; tokens: requested 1024, observed 8192. The source's designated baseline implementation. 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. tokens: requested 1024, observed 8192. The source's designated baseline implementation. 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. The source's designated baseline implementation. Reported by source; not independently reproduced.
Differs from the request. vocab: requested 128256, observed 65536; tokens: requested 1024, observed 8192. The source's designated baseline implementation. 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.
Differs from the request. vocab: requested 128256, observed 131072; tokens: requested 1024, observed 8192. The source's designated baseline implementation. 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