llamaperf

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

on 2× NVIDIA RTX 3060 12GB · llama.cpp · 131,072 ctx

Tone: positiveNVIDIA hardware
Sep 7, 2026
Throughput
12.0 t/s gen · 303.0 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
IQ4_XS (GGUF)
KV cache
Q8
System RAM
128 GB
VRAM reported
24 GB

Summary

User reports a 125B MoE model with 6B active on 2x RTX 3060 12GB in llama.cpp, with prefill improving from 36 to 303 t/s and decode at 12 t/s. Setup uses -sm layer and -ub 2048. ik_llama.cpp was also tested at 407 t/s prefill but uses ~108GB RAM.