llamaperf

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

on NVIDIA RTX 3090 · llama.cpp

Tone: mixedNVIDIA hardware
Aug 28, 2026
Throughput
16.0 t/s gen · 160.0 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
64 GB
VRAM reported
24 GB

Summary

User reports Qwen3.8-Flash-next at 160 t/s prefill and 16 t/s decode. Setup uses a kvarn5 KV cache quant, with experts offloaded to host RAM and n-grams on disk. MTP works but slows decode. User also mentions alternative setups for 16 GB VRAM with kvarn4 and vision offloaded, and for 12 GB with ub 512.