llamaperf

DeepSeek V4 Flash 284B (13B active)

on 3× NVIDIA RTX 3090 · llama.cpp · 262,144 ctx

Tone: positiveNVIDIA hardware
Sep 7, 2026
Throughput
9.1 t/s gen · 37.9 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
Q8_K_XL (GGUF)
KV cache
f16
System RAM
128 GB
VRAM reported
80 GB

Use cases

coding

Summary

User reports DeepSeek V4 Flash at 37.91 t/s prompt processing and 9.07 t/s generation on two RTX 3090 24GB cards and one RTX 5090 32GB card, 80GB VRAM total, with 128GB DDR4 RAM. Setup is llama.cpp server with the unsloth Q8_K_XL GGUF, tensor splitting, and MoE layers offloaded to CPU. User says performance is better than Qwen 3.5 v2 on coding tasks and asks for speed improvement suggestions.