How to Deploy Qwen3.5-9B Full Speed NPU Mode Local Guide

The most rapid route to a local installation of this model is through Docker.

Use the instructions provided below to complete the setup.

Hands-free setup: the system self-downloads the heavy model files.

There is no manual tuning required; the builder will automatically deploy the best matching configuration.

🔍 Hash-sum: 9875aab0dc40b25f69540bf5912e6ca5 | 🕓 Last update: 2026-06-28



  • CPU: 8-core / 16-thread recommended for orchestration
  • RAM: 64 GB to avoid OOM crashes on large contexts
  • Disk Space:70 GB free space for full FP16 weights storage
  • Graphic Processor: hardware Tensor Cores support needed for FP16 acceleration

Qwen3.5-9B is a 9‑billion parameter language model developed by Alibaba Cloud to balance performance and efficiency. It leverages a mixture‑of‑experts architecture with sparse attention to reduce computational load while maintaining high contextual understanding. The model supports multilingual generation, covering over 100 languages, and excels in reasoning tasks such as mathematics and coding. Its training pipeline incorporates extensive data filtering and reinforcement learning to improve factual consistency and safety. Compared to earlier Qwen versions, Qwen3.5-9B achieves a 12% boost in benchmark scores on the MMLU dataset while using 40% less GPU memory. The model is available through cloud services and open‑source repositories for researchers and developers.

Specification Value
Parameters 9 B
Training Tokens 1.5 T
Inference Latency 0.12 s/token
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