llamaperf

DeepSeek V4 Flash 284B 0731

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

Oct 13, 2026
Throughput
19.4 t/s gen · 52.2 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
MXFP4 (GGUF)
KV cache
F16
Flash Attention
on
System RAM
96 GB

Summary

User reports DeepSeek V4 Flash 0731 at 19.4 t/s generation and 52.2 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 b11063 with MXFP4, f16 K/V cache, flash attention, layer split 4.5/2 and -ncmoe 11, leaving about 110.6 GiB of weights on the GPUs. The 52.2 t/s is the PP512 cell and the 19.4 t/s is the separate TG128 cell, one repetition each; the 145.63 GiB GGUF exceeds the 118.39 GiB combined VRAM.