llamaperf

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

on M1 Ultra 128GB · llama.cpp

Tone: positiveApple hardware
Sep 7, 2026
Throughput
31.2 t/s gen · 530.2 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
IQ4_NL (GGUF)
System RAM
128 GB

Summary

User benchmarks a custom llama.cpp branch with faster Metal inference and n-gram SSD offload at pp512 530.18 t/s and tg128 31.17 t/s with resident n-gram. The model is 68.37 GiB and 125.74 B params. With SSD read mode, pp512 is 197.92 t/s and tg128 is 28.47 t/s.