llamaperf

DeepSeek V4 Flash 284B (13B active)

on 4× NVIDIA RTX 4090 · vLLM

Tone: positiveNVIDIA hardware
Sep 7, 2026
Throughput
180.0 t/s gen · 5000.0 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
VRAM reported
48 GB

Summary

User reports prefill speeds of ~5000 pp/tg for DeepSeek V4 Flash on 4x RTX 4090 with a vLLM fork. User also mentions Qwen3.8 Flash next with ~7500pp/135tg (MTP). User compares to llama.cpp and ik_llama, noting vLLM is much faster for prefill.