llamaperf

Qwen3.6 35B (3B active)

on NVIDIA DGX Spark · vLLM · 131,072 ctx

NVIDIA hardware
Oct 4, 2026
Throughput
78.3 t/s gen
Quant
NVFP4 (NVFP4)
System RAM
128 GB

Use cases

codingagentic

Summary

User reports Qwen3.6-35B-A3B at 78.3 tok/s generation on an ASUS Ascent GX10 with NVIDIA GB10 and 128 GB unified memory. Setup is vLLM with NVFP4 weights at 131,072-token context, one model at a time on the machine. The run scored 86/86 hidden tests in 21:01 wall clock, the fastest perfect run in the collection, at 57.9 end-to-end tokens per second. The same model at FP8 scored 68/86 at 50.0 tok/s, a difference the user attributes to one all-or-nothing task rather than precision.