llamaperf

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

on 4× NVIDIA RTX 3090 · llama.cpp · 200,000 ctx

Tone: mixedNVIDIA hardware
Sep 7, 2026
Throughput
22.0 t/s gen
Quant
Q6_K_XL (GGUF)
System RAM
64 GB
VRAM reported
24 GB

Summary

User reports 22 t/s with the Q6_K_XL quant on 4x RTX 3090, compared to 47 t/s for Q4_K_XL. Setup is llama-server with --split-mode layer, --kv-unified, --flash-attn on, and speculative decoding (ngram-mod). Context is limited to 200k to avoid OOM, with no KV quantization. User mentions MTP for Qwen 3.8 Flash Next may land upstream, and prefers 27B_Q8 as a daily driver.