llamaperf

Qwen3.6 27B

on M4 Pro 48GB · MLX · 4,096 ctx

Apple hardware
Oct 1, 2026
Throughput
18.3 t/s gen
Quant
4-bit (MLX)
System RAM
48 GB

Summary

User reports Qwen 3.6 27B at 18.3 tok/s decode on an Apple M4 Pro with 48 GB unified memory. Setup is MLX with 4-bit weights, 4096 context, and native MTP speculative decoding at depth 3. Without MTP the model decodes at about 7 tok/s; served over WiFi it reaches 14.3 tok/s, and llama.cpp with MTP gives 10.5 tok/s.