Using Hardware

  • GIGABYTE AI Top Atom (GB10) 128G *1

Using Software

  • CUDA version: 13.0
  • CUDA driver version: 580.95.05
  • pyTorch: 2.10.0+cu130
  • transformers: 5.6.0
  • llmcompressor: 0.10.1+dev
  • vllm: 0.19.1

Backbone Model

Qwen/Qwen3.6-27B

Using Dataset

tatsu-lab/alpaca convert as chat template.

Compare

-- origin model(BF16) Quantization(This Model, NVFP4)
VRAM Usage 51.10 GiB 26.02 GiB
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Safetensors
Model size
19B params
Tensor type
F32
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BF16
·
F8_E4M3
·
U8
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