llamaperf

Qwen3.5 2B

on AMD Strix Halo 128GB · llama.cpp

AMD hardware
Oct 12, 2026
Throughput
67.7 t/s gen · 2886.0 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
Q8_0
KV cache
Q8
Flash Attention
on
System RAM
128 GB

Summary

User reports Qwen3.5 2B at 67.7 t/s generation and 2886 t/s prompt processing on an AMD Strix Halo 128GB box with a Radeon 8060S. Setup is llama.cpp on the rdna35-perf branch with Q8_0 weights, q8_0 KV cache, Flash Attention on and microbatch 2048, measured with llama-bench. The two figures are separate benchmark cells at a source-labeled 128k tokens already in the KV cache, not one end-to-end request; the prompt test processes 2048 additional tokens at that depth and is not TTFT.