Running this model locally is fastest when deployed through Docker.
Just follow the guidelines provided below.
The loader auto-caches the model archive (several GBs included).
You don’t need to tweak anything, as the installer will automatically pick the highest performing setup for you.
The Qwen3.5-9B-NVFP4 is a cutting‑edge language model designed for high performance and efficiency. Built on a 9‑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 | 9 B |
| Quantization | NVFP4 |
| Context Length | 8K 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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