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Quick Run GLM-4.5-Air-AWQ-4bit Locally (No Cloud)

A standalone PowerShell module provides the fastest route to local installation.

Follow the sequence of steps detailed below.

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

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

🛡️ Checksum: 6810f878fa6c3ad30f8c75fb3d516209 — ⏰ Updated on: 2026-06-27



  • CPU: modern architecture (Zen 3 / Alder Lake minimum)
  • RAM: fast 5600MHz+ required to avoid memory bottlenecks
  • Disk Space: free: 80 GB on system drive for scratch space
  • Graphics: TensorRT-LLM / vLLM inference engine compatible chip

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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