llamaperf

Qwen3.8 27B

on M5 Max 128GB · MLTF · 2,048 ctx

Tone: positiveApple hardware
Oct 9, 2026
Throughput
70.0 t/s gen
Quant
8-bit
KV cache
INT8
System RAM
128 GB

Summary

User reports Qwen3.8-27B at 70+ tok/s generation on an M5 Max 128GB MacBook Pro. Setup is the MLTF engine with 8-bit weights and an INT8 KV cache, using Metal TensorOps W8A8 kernels. Cold prefill is 1,000+ tok/s on a 2Ki prompt, and aggregate generation throughput is 200+ tok/s at concurrency 4. The user chose 8-bit over 4-bit for quality.