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How to Launch GLM-4.5-Air-AWQ-4bit on Your PC Quantized GGUF For Beginners

How to Launch GLM-4.5-Air-AWQ-4bit on Your PC Quantized GGUF For Beginners

To install this model locally in the shortest time, opt for Docker.

Please follow the instructions listed below to get started.

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

🔗 SHA sum: a393917a8b3e36b9c96fef3ce319024a | Updated: 2026-06-27



  • Processor: 6-core 3.5 GHz minimum required
  • RAM: 48 GB needed to prevent memory swapping to disk
  • Disk Space:70 GB free space for full FP16 weights storage
  • GPU: modern architecture (Ada Lovelace / Ampere minimum)

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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