Colibri: Running GLM 5.2 on a 32GB Laptop with Disk Streaming and Expert Offloading
A solo developer built a 1,300-line C inference engine that runs the 744B GLM 5.2 model on consumer hardware by streaming routed experts from disk. Here's how it works.
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github.com·1d agoColibri: Run 744B-parameter GLM-5.2 MoE model on consumer hardware with 25GB RAM using pure C
Run GLM-5.2 (744B MoE) on a 25GB-RAM consumer machine — pure C, zero deps, experts streamed from disk. Tiny engine, immense model. 🐦 - Just
github.com·1d ago
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Zhipu AI Launches GLM-5: Fifth-Generation Large Language Model with 745B Parameters
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