llamaperf

Qwen3.5 4B

on M6 32GB · MLX

Apple hardware
Oct 8, 2026
Throughput
16.2 t/s gen · 439.0 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
affine Q4, group size 64 (MLX)
System RAM
32 GB

Summary

User reports Qwen3.5-4B at 16.24 t/s generation and 438.97 t/s prefill on an Apple M6 Mac mini with 32GB unified memory. Setup is MLX 0.32.2 with MLX-LM 0.31.3, a controlled affine 4-bit (Q4) MLX package with group size 64 and 16-bit KV cache, single request, 2048 input tokens and 128 generated tokens. Measurements are from Precisit's published benchmark, not an independent rerun; decode excludes first-token production and model loading, and the 2048-token input is not a configured context limit.