llamaperf
Sep 7, 2026
Throughput
49.7 t/s gen · 2875.0 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
NVFP4

Summary

User reports 49.7 t/s decode on structured output and 34.8 t/s decode on prose with TP2 across two DGX Sparks, plus prefill of about 2,875 t/s for 11k tokens. Setup is MTP k=3 in eager mode. MTP acceptance is about 3.8 tokens/step on structured output. A single node reaches about 35 t/s on structured output.