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How to Run GLM-4.5-Air-AWQ-4bit Locally via LM Studio Local Guide

How to Run GLM-4.5-Air-AWQ-4bit Locally via LM Studio Local Guide

The shortest path to running this model is by activating Hyper-V features.

Follow the step-by-step instructions below.

The download manager will automatically pull several gigabytes of data.

You don’t need to tweak anything; the installer picks the highest performing setup.

📦 Hash-sum → 0d08d868076d3d4cb7d115bd92eeff3d | 📌 Updated on 2026-07-04


  • CPU: 8-core / 16-thread recommended for orchestration
  • RAM: 64 GB to avoid OOM crashes on large contexts
  • Disk: high-speed SSD 120 GB to cache model layers
  • GPU: 16 GB+ video memory highly recommended for exl2 / AWQ formats

The GLM-4.5-Air-AWQ-4bit is a compact yet powerful language model designed for both research and production environments. It leverages Activation‑aware Quantization (AWQ) to achieve high inference speed while preserving much of its original performance. With 6 billion parameters and an 8K token context window, the model can handle complex reasoning tasks and long‑form generation efficiently. The 4‑bit quantization reduces memory footprint and enables deployment on consumer‑grade hardware without noticeable loss in accuracy. Users appreciate its balanced trade‑off between size, speed, and capability, making it ideal for developers seeking a lightweight yet versatile AI assistant. Below is a quick overview of its key technical specifications.

Parameters 6 B
Context Length 8K tokens
Quantization AWQ 4‑bit
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