llamaperf

Qwen3.8 27B

on Unknown GPU · llama.cpp

Oct 8, 2026
Throughput
32.1 t/s gen

Summary

User reports Qwen3.8-27B at 32.1 tok/s plain decode on an unnamed Apple Silicon Mac with llama.cpp master. Setup is llama-server on one Mac, -ngl 99, flash attention on, one slot, no speculative decoding; the target model's quant is not stated (Q8_0 is the DFlash2 drafter's quant). The post benchmarks llama.cpp PR #29869 for Metal speculative decoding. Serial decode is unchanged by the PR at 32.0 tok/s. With DFlash2 speculation the per-prompt figures rise from 30.2 to 110.0 tok/s on code at temperature 0 and from 16.8 to 62.6 on prose. Figures are 64 generated tokens, median of 5 requests, mean of two server runs.