llamaperf

DeepSeek V4 Flash 284B (13B active)

on 2× NVIDIA RTX 3080 20GB · ds4

Tone: positiveNVIDIA hardware
Aug 28, 2026
Throughput
11.5 t/s gen · 300.0 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
IQ2_M (GGUF)
System RAM
96 GB
VRAM reported
20 GB

Use cases

coding

Summary

User reports a local model reaching 100% on an SQL benchmark, running on dual RTX 3080 20GB cards with 96GB RAM and a 9800X3D. Setup is a custom IQ2_M GGUF with grafted tensors from antirez GGUF, running on a modified ds4 engine. Mainline llama.cpp gives 100pp and 8tg.