llamaperf

DeepSeek V4 Flash 284B (13B active)

on AMD Strix Halo 128GB · llama.cpp · 131,072 ctx

Tone: positiveAMD hardware
Sep 7, 2026
Throughput
26.8 t/s gen · 236.0 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
IQ3_XXS (GGUF)
KV cache
q8_0
System RAM
128 GB

Summary

User reports DeepSeek V4 Flash 0731 at 26.76 t/s sustained decode and 236 t/s prefill on a Strix Halo (Ryzen AI MAX+ 395, Radeon 8060S). Setup is llama.cpp Vulkan v0.6.1 with DSpark speculative decoding, a bf16 draft model, and a q8_0 KV cache. The user compares this with the DGX Spark and notes that q8_0 KV beats f16, the draft must be bf16, Vulkan beats ROCm, ubatch tops out at 2048, and a v0.6 regression is fixed in v0.6.1.