llamaperf

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

on M1 Max 64GB · llama.cpp

Tone: positiveApple hardware
Sep 7, 2026
Throughput
180.0 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
Q4 (GGUF)
MTP (Multi-Token Prediction)
on
System RAM
64 GB

Summary

User reports a custom Q4 quant with spliced tensors from Unsloth and AtomicChat quants, with MTP enabled giving +70% decode at 22 btps. Setup uses custom metal-optimized sparse attention, with prefill reduced to 170 tps at 4K and 150 tps at 256K context. Q4_0 MTP matches Q8_0 acceptance rates at half RAM.