llamaperf

Qwen3.8

on AMD Strix Halo 128GB · Atlas Inference · 65,536 ctx

Tone: positiveAMD hardware
Sep 21, 2026
Throughput
20.6 t/s gen
Quant
NVFP4 (NVFP4)
System RAM
128 GB

Use cases

agentictool-use

Summary

User reports Qwen3.8 NVFP4 at 20.6 t/s on an AMD Strix Halo 128GB, with 17.3 t/s on Windows. Setup is Atlas Inference running natively on HIP with custom DP4A math on gfx1151, using K=4 draft speculative decoding and a 65k agentic context window. The engine is the sole cross-architecture submission for MLPerf Inference v6.1 Edge Agentic LLM SingleStream, scoring 87.76 normalized BFCL and 84 on HA-20. Median TPOT is 47.3 ms and median TTFT is 2.7s across 65k context windows.