llamaperf

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

on AMD Strix Halo 128GB · llama.cpp · 95,600 ctx

Tone: positiveAMD hardware
Oct 3, 2026
Throughput
41.0 t/s gen · 1167-1191 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
UD-IQ4_XS (GGUF)
KV cache
Q8_0
System RAM
128 GB
VRAM reported
96 GB

Summary

User reports Qwen3.8-Flash-Next (125B-A6B) at 41.0 tok/s decode on short context and 1183 t/s prefill on a 95.6K-token prompt, on a Ryzen AI Max+ 395 with 128 GB (Strix Halo). Setup is a patched llama.cpp HIP runtime with Unsloth UD-IQ4_XS weights (93.7 GB), MTP speculative decoding with three draft tokens, and optional Q8_0 K/V cache; the GPU carve is set to 96 GB. Decode falls to 32.6 tok/s at 86K context; three and four concurrent conversations reach 55.7 and 60.4 tok/s summed. Prefill is given as a three-run range of 1167-1191 t/s.