llamaperf
Sep 7, 2026
Throughput
120.0 t/s gen · 12000.0 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
MXFP4-FP8
KV cache
FP8

Summary

User reports 80-120 t/s generation and 12k t/s prefill for a single request on 4x R9700. Setup is an optimized vLLM image with tcclaviger's MXFP4-FP8 quant, tensor-parallel-size 4, fp8 KV cache, and speculative decoding with MTP.