llamaperf
Sep 7, 2026
Throughput
56.6 t/s gen · 198.5 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
FP8
System RAM
64 GB
VRAM reported
32 GB

Summary

User reports Qwen3.8-27B-FP8 at roughly 50-56 t/s generation on two Radeon AI PRO R9700 GPUs in TP=2 on PCIe Gen5 x8, with an AMD Ryzen 5 7400 CPU and 64 GB of DDR5-6000. Setup uses MTP3 speculative decoding, with accepted throughput of roughly 30-37 t/s. User asks whether these numbers are reasonable and where to look for bottlenecks.