llamaperf

Qwen3.6 27B

on NVIDIA DGX Spark · vllm.cpp

Tone: positiveNVIDIA hardware
Sep 7, 2026
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NVFP4

Summary

User reports a C++20 port of the vLLM serving stack on a DGX Spark with Qwen3.6-27B NVFP4, reaching 86.05 to 1095.01 output tokens/sec across concurrency 1 to 32. The port runs slightly ahead of vLLM in the same tests. The user also reports DeepSeek-V4-Flash in 2-bit GGUF at 18.69 tok/s on the Spark, and compares against llama.cpp and MLX-LM.