llamaperf

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

on 2× NVIDIA V100 16GB · llama.cpp

Tone: mixedNVIDIA hardware
Oct 16, 2026
Throughput
50.0 t/s gen
Quant
IQ3_XXS (GGUF)
System RAM
32 GB

Use cases

coding

Summary

User asks whether NInfer can run on a V100 16GB plus RTX 4070 12GB, reporting 50 t/s on llama.cpp and 35 t/s on coding at long context. Setup is llama.cpp with an IQ3_XXS Flash-Next quant; the machine has 32GB of system RAM. The user also gets a sustained 40 t/s on Strata with the same IQ3_XXS Flash-Next, which they find performs better than a Q4 27B, but the 32GB of RAM causes slow prefill and occasional freezing.