llamaperf

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

on NVIDIA RTX 3060 Ti 8GB · Strata · 128,000 ctx

Tone: positiveNVIDIA hardware
Oct 14, 2026
Throughput
27.0 t/s gen · 475.0 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
IQ3_XXS (GGUF)
System RAM
50 GB
VRAM reported
8 GB

Summary

User reports Qwen3.8-Flash-Next IQ3_XXS at ~27 tok/s decode and ~475 tok/s prefill on an RTX 3060 Ti 8GB. Setup is Strata 0.1.44 on CachyOS with 128K context, running on an i7-4930K with 50 GB DDR3; the model is partially offloaded to system RAM. About 7 s to first token per turn. A second GPU (RTX 2080 Ti) is planned but not yet installed.