llamaperf

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

on 2× NVIDIA RTX 3090 · llama.cpp · 131,072 ctx

NVIDIA hardware
Sep 7, 2026
Throughput
30.0 t/s gen · 120.0 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
UD-Q4_K_XL (GGUF)
KV cache
Q8

Summary

User reports 30 t/s decode and 120 t/s prefill on a dual GPU setup. Setup is llama.cpp with a PR build. User asks for optimization advice.