llamaperf

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

on Unknown GPU · libosmos

Nov 11, 2026
Throughput
950.0 tokens/s prompt processing (prefill)Prompt processing is how fast the input is read, not how long you wait for the first word. How to measure time to first token.
Quant
UD-IQ3_XXS (GGUF)

Summary

User reports libosmos v0.6.0 reaching up to 50 tok/s decode with MTP and about 950 tok/s prefill on Qwen3.8-Flash-Next at UD-IQ3_XXS. Optimizations were made in a low power profile to focus on energy per token, with better kernels, fewer launches and less idle time between work. The decode figure is given as a ceiling (up to 50 tok/s), and no GPU is named. DeepSeek numbers are unchanged and more SSD bound; a DeepSeek recipe at about 2.08 bpw is in progress.