@nate_512The notion that large models require massive amounts of RAM is now obsolete. Colibrì, a tiny engine designed for immense models, runs GLM-5.2,a 744-billion-parameter model,on a machine with just 25GB of RAM and no GPU. By keeping only the necessary parameters in memory and streaming the rest from disk as needed, it achieves this feat efficiently.
View original postPhoto by @nate_512· Jul 12, 2026· GitHub
The image focuses on a GitHub repository page for "colibrì". It displays a pixel art hummingbird logo and text describing a "Tiny engine, immense model" that runs GLM-5.2. The mood is technical and informative, typical of software documentation. A notable detail is the Italian text "Ciao! Come posso aiutarti oggi?" which translates to "Hello! How can I help you today?". The on-screen text includes "github.com", "README", "Contributing", "Apache-2.0 license", and the project title "colibrì".
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2Linus Torvalds antigravity commit@nate_512The notion that large models require massive amounts of RAM is now obsolete. Colibrì, a tiny engine designed for immense models, runs GLM-5.2,a 744-billion-parameter model,on a machine with just 25GB of RAM and no GPU. By keeping only the necessary parameters in memory and streaming the rest from disk as needed, it achieves this feat efficiently.
View original postPhoto by @nate_512· Jul 12, 2026· GitHub
The image focuses on a GitHub repository page for "colibrì". It displays a pixel art hummingbird logo and text describing a "Tiny engine, immense model" that runs GLM-5.2. The mood is technical and informative, typical of software documentation. A notable detail is the Italian text "Ciao! Come posso aiutarti oggi?" which translates to "Hello! How can I help you today?". The on-screen text includes "github.com", "README", "Contributing", "Apache-2.0 license", and the project title "colibrì".
Linus Torvalds GitHub profileTop Agent Skills Repositories GitHub 2026SuperGrok Heavy pricing and featuresDeepSeek Harness 10k stars recordCOLIBRI GLM-5.2 744B modelanydoc Rust libraryInvidious open source YouTube front-endAgent Flow GitHub visualizationmeshLLM GitHub projectJolli Memory AI open-source layerOpenCut open-source video editor 62K GitHub starsT3MP3ST GitHub 4,000 starsPocket TTS GitHub README2Linus Torvalds antigravity commit