llamaperf

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

on 2× NVIDIA RTX 3090 · llama.cpp · 262,144 ctx

NVIDIA hardware
Sep 11, 2026
Throughput
49.0 t/s gen · 140.0 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
bf16
Flash Attention
on
System RAM
192 GB

Summary

User reports token generation improving from 20 t/s to 49 t/s with the flashnext-e06 fork on 2x RTX 3090, an Intel Ultra 7 270k Plus, and 192 GB DDR5@5600 MHz. Setup uses an MTP draft model in Q8_0 and ngram-mod speculative decoding. Prompt processing is faster on the main branch.