llamaperf

Qwen3.8 125B (6B active) Flash-Next

on AMD Strix Halo 128GB · llama.cpp

Tone: positiveAMD hardware
Sep 13, 2026
Throughput
1200.0 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
System RAM
128 GB

Summary

User reports Qwen3.8 Flash Next reaching 1.2k t/s prefill on Strix Halo 128GB. Setup is a custom llama.cpp branch with a custom HIP runtime, built to match the closed-source Halogen server's prefill numbers; the community fork had only reached 400 t/s. The user plans to clean up the work and submit PRs to mainline and the community fork, noting the approach may also help the GLM 5.3 Flash architecture.