Category Checkpoints

Checkpoints

How to Launch GLM-4.5-Air-AWQ-4bit Windows 10

Running this model locally is fastest when deployed through a PowerShell script. Follow the straightforward walkthrough provided below. The setup auto-streams the model assets (expect a multi-GB download). You don’t need to tweak anything; the installer picks the highest performing…

How to Run Kimi-K2.6 on Copilot+ PC

Deploying this model locally is quickest when done via a simple curl command. Please follow the instructions listed below to get started. Everything happens automatically, including the heavy cloud asset download. The script runs a quick hardware check to dynamically…

Launch Qwen3-VL-8B-Instruct-FP8 Step-by-Step

The most rapid route to a local installation of this model is through Docker. Make sure to follow the instructions below. The system automatically triggers a cloud download for all heavy weights. Once launched, the setup wizard will detect your…