FYI the best Qwen 3.6 35b nvfp4 to run is the @NVIDIAAI nvfp4. Do not use unsloth nvfp4, it performs worse. Here's how it compares to bf16 👇

Did you know Qwen 3.6 35B NVFP4 with 256k context, MTP, kv cache fp16 & image support takes around 68gb of VRAM? My @NVIDIAAI DGX Spark can do 110 tok/s 👇