llamaperf

DeepSeek V4 Flash 284B (13B active)

on 4× AMD Radeon Pro V620 32GB · llama.cpp · 300,000 ctx

Tone: mixedAMD hardware
Sep 7, 2026
Throughput
21.1 t/s gen · 276.2 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
IQ3_XXS
KV cache
FP16
VRAM reported
128 GB

Summary

User reports DeepSeek-V4-Flash-0731 at 21.06 t/s continuous generation and 30.59 t/s sustained accepted generation on 4x AMD Radeon Pro V620 with 128 GB total. Setup is the unsloth IQ3_XXS quant with speculative decoding using a DSpark Q8 drafter on CPU RAM and 2 draft tokens. Prompt ingestion is 276.23 t/s at 32K and 379.01 t/s at 4K. The user calls the model at q3_xxs "fucking stupid" and lobotomized, and notes there is not enough VRAM for the drafter, which affects TG speeds.