r/LocalLLaMA · · 1 min read

I pushed Qwen3.8-27B to 2.000 prefill per second and 132 decode per second on A RTX 3090.

Mirrored from r/LocalLLaMA for archival readability. Support the source by reading on the original site.

Yoyo

I'm back with updates to the fastest inference engine with minimal quality loss for Qwen3.8-27B.

The last few weeks I've been optimizing decode speed and I don't think it can be pushed further, until a newer/better drafter is invented.

So I focused on prefill, which I this morning was around 1.300 per second at 4k and now is just below 2.000.

The main improvement came from a custom kernel, which matches the quality of fp32 with 0.99997 similarity at int8.

Try all of the improvements here:
https://github.com/syv-ai/qwen38-27b-rtx3090

submitted by /u/iamMess
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