llamaperf

Qwen3.6 35B (3B active)

on 2× NVIDIA RTX PRO 5000 Blackwell (one 72GB card and one 48GB card) · llama.cpp

Oct 13, 2026
Throughput
208.7 t/s gen · 7492.8 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
Q8_0 (GGUF)
KV cache
F16
Flash Attention
on
System RAM
96 GB

Summary

User reports Qwen3.6-35B-A3B at 208.7 t/s generation and 7492.8 t/s prompt processing on one RTX PRO 5000 Blackwell 72 GB plus one RTX PRO 5000 Blackwell 48 GB. Setup is llama.cpp CUDA b10941 with Q8_0, f16 K/V cache, flash attention on, batch 2048, microbatch 512, and tensor 1/1 split across the two cards. The 208.7 t/s is TG128 and the 7492.8 t/s is PP512, separate tests, each the mean of five repetitions; the author reports TG reproducibility around 1% and PP drift up to about 10% between sessions.