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EdgeKernelBench: Unified LLM-Driven Kernel Generation for Edge Backends

Recent works show that LLMs can generate kernels with strong performance on server GPUs. Edge deployment presents distinct challenges because the hardware is heterogeneous, the software stacks are fra

–Rank now
#14Peak rank
1Days on list
–Score · 7d
Oct 21, 2026First seen

About EdgeKernelBench: Unified LLM-Driven Kernel Generation for Edge Backends

Recent works show that LLMs can generate kernels with strong performance on server GPUs. Edge deployment presents distinct challenges because the hardware is heterogeneous, the software stacks are fra

Details from Hugging Face ↗.

Trending history

EdgeKernelBench: Unified LLM-Driven Kernel Generation for Edge Backends was first seen on Hugging Face · Daily papers on Oct 21, 2026. Since then it has appeared in 7 checks on 1 different day. Its best position was #14 of 30, reached on Oct 21, 05:18 UTC. It dropped off the list after Oct 21, 15:18 UTC.

This page has little history so far; it stays out of search results until the item has trended on two days or has more context.

Rank history

Position on Hugging Face · Daily papers at every check (lower is better).

#1#11#20#30 03:1806:1809:1812:1815:18 Oct 21, 03:18 UTC · #22Oct 21, 05:18 UTC · #14Oct 21, 07:18 UTC · #18Oct 21, 09:18 UTC · #23Oct 21, 11:18 UTC · #24Oct 21, 13:18 UTC · #24Oct 21, 15:18 UTC · #25

Last 14 days

Best rank per day (UTC).

Oct 26today

Metric history

Platform metric as reported by Hugging Face.

03710 03:1806:1809:1812:1815:18 Oct 21, 03:18 UTC · 7Oct 21, 05:18 UTC · 8Oct 21, 07:18 UTC · 8Oct 21, 09:18 UTC · 8Oct 21, 11:18 UTC · 8Oct 21, 13:18 UTC · 9Oct 21, 15:18 UTC · 10

Questions

Is EdgeKernelBench: Unified LLM-Driven Kernel Generation for Edge Backends trending on HF Daily Papers right now?

Not at the moment. It was last on the list on Oct 21, 15:18 UTC, after 1 day of trending.

What is the highest rank EdgeKernelBench: Unified LLM-Driven Kernel Generation for Edge Backends reached?

#14 on Hugging Face · Daily papers, on Oct 21, 05:18 UTC. Trendoday checks this list every 120 minutes.

How long has EdgeKernelBench: Unified LLM-Driven Kernel Generation for Edge Backends been trending?

It was first seen on Oct 21, 2026 and has been on the list on 1 day (7 checks) since.