For the complete documentation index, see llms.txt . This page is also available as Markdown .

Models

GLM-5.2 - How to Run Locally

Run the new GLM-5.2 model by Z.ai on local hardware!

GLM-5.2 is Z.ai’s new open model, delivering SOTA performance across long-horizon coding, reasoning, and agentic tasks. With 744B parameters , 40B active parameters, and a 1M context window, it can now be run locally using Unsloth Dynamic GGUFs. GLM-5.2 is the strongest open model to date, performing on par with Claude 4.8 Opus, GPT-5.5, and Gemini 3.1 Pro across Artificial Analysis and many other benchmarks.

Dynamic 1-bit reaches ~76.2% top-1 accuracy while being 86% smaller . Dynamic 2-bit reaches ~82% accuracy while being 84% smaller . This means the model is not 86% worse since it's 86% smaller - it rather is only ~24% less accurate than the full 1.5TB model. Thanks Z.ai for giving Unsloth day-zero access.…