Install Qwen3.5-9B-NVFP4 on AMD/Nvidia GPU with Native FP4 Windows

Install Qwen3.5-9B-NVFP4 on AMD/Nvidia GPU with Native FP4 Windows

Deploying this model locally is quickest when done via Docker.

Just follow the guidelines provided below.

No manual effort needed; the setup auto-ingests the large data.

The smart installation system will instantly find the perfect configuration for your specific hardware.

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  • CPU: modern architecture (Zen 3 / Alder Lake minimum)
  • RAM: ۴۸ GB needed to prevent memory swapping to disk
  • Disk Space: required: fast PCIe 4.0 drive for instant boots
  • GPU: ۱۶ GB+ video memory highly recommended for exl2 / AWQ formats

The Qwen3.5-9B-NVFP4 is a cutting‑edge language model designed for high performance and efficiency. Built on a ۹‑billion parameter foundation, it leverages NVFP4 quantization to deliver faster inference while maintaining strong contextual understanding. Trained on a diverse web‑scale corpus, the model excels in reasoning, coding, and multilingual tasks, offering developers a versatile tool for production environments. Key specifications are shown below:

Parameters ۹ B
Quantization NVFP4
Context Length ۸K tokens
Training Data Web‑scale corpus

Its optimized memory footprint and support for FP4 hardware acceleration make it particularly suitable for edge deployments and cloud‑scale services.

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