llamaperf

Qwen3.8 125B (6B active) Flash-Next

on M5 Pro 64GB · Whallm · 16,384 ctx

Tone: positiveApple hardware
Oct 11, 2026
Throughput
15-17.2 t/s gen · 500-600 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
FP8 (FP8)
System RAM
64 GB

Summary

User reports Qwen3.8-Flash-Next (FP8) at 15.0–17.2 tok/s decode and 500–600 tok/s prefill at 16K context on an M5 Pro 64GB Mac. Setup is Whallm 1.1.11 with MTP on by default, streaming experts from SSD; peak MLX memory stays under 19 GiB at 16K context. A second row for Swift1.5-Qwen3.8 (MXFP4) gives 14.6–17.5 tok/s decode and 571 tok/s prefill at 18.8 GiB peak. Previous v1.1.7 numbers were ~9 tok/s decode and ~146 tok/s prefill.