llamaperf

Qwen3.6 35B (3B active)

on NVIDIA RTX 3090 · llama.cpp · 65,536 ctx

NVIDIA hardware
Aug 6, 2026
Throughput
97.7 t/s gen · 1330.0 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
Q6_K (GGUF)
KV cache
Q8
System RAM
100 GB
VRAM reported
24 GB

Summary

User reports Qwen3.6-35B-A3B Q6_K on an RTX 3090 in llama.cpp, with prompt processing improving from 564.5 to 1330.0 tok/s (2.36x) while TG stays at about 97.7 t/s. Setup offloads 8 MoE expert layers to CPU with larger batch sizes, at 64K context and a Q8 KV cache, on a Threadripper PRO 3955WX with about 100 GB DDR4. Measurements are two repetitions with about 1.6% drift.