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Quick Run Qwen3.6-35B-A3B-MLX-8bit Windows 10 One-Click Setup Dummy Proof Guide Windows

Quick Run Qwen3.6-35B-A3B-MLX-8bit Windows 10 One-Click Setup Dummy Proof Guide Windows

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

Refer to the instructions below to proceed.

The system automatically triggers a cloud download for all heavy weights.

The deployment tool scans your environment and automatically chooses the ideal parameters for your OS.

🔗 SHA sum: 249816fe518ee97e3cebad280e6b37e8 | Updated: 2026-06-28



  • CPU: AVX2/AVX-512 instruction set required for llama.cpp
  • RAM: required: 16 GB absolute minimum for small models
  • Disk Space: free: 80 GB on system drive for scratch space
  • Graphic Processor: RTX 3060 or RX 6600 for minimum 8B VRAM offloading

The Qwen3.6-35B-A3B-MLX-8bit model delivers state‑of‑the‑art performance while maintaining a compact footprint thanks to its 8‑bit quantization. With 35 billion parameters and optimized architecture, it achieves high accuracy on a wide range of NLP tasks. Built on the MLX framework, the model benefits from enhanced hardware compatibility and reduced memory usage. Its inference latency is notably low, enabling real‑time applications in production environments. The following table summarizes the key technical specifications that differentiate this model from earlier versions. Users can expect consistent results across diverse benchmarks, making it a reliable choice for both research and commercial deployment.

Parameter Value
Model Name Qwen3.6-35B-A3B-MLX-8bit
Parameters 35B
Quantization 8-bit
Framework MLX
Context Length 8K tokens
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