Colibrì icon
Colibrì icon

Colibrì

Run GLM-5.2 (744B MoE) on a 25GB-RAM consumer machine — pure C, zero deps, experts streamed from disk. Tiny engine, immense model.

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  • Mac
  • Linux
  • Windows
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Colibrì was added to AlternativeTo by Paul on and this page was last updated .

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What is Colibrì?

Tiny engine, immense model. Run GLM-5.2 (744B-parameter MoE) on a consumer machine with ~25 GB of RAM — in pure C, with zero dependencies, by streaming experts from disk.

Colibrì is a lightweight, quality-preserving MoE runtime that treats VRAM, RAM, and storage as one managed memory hierarchy. Insufficient fast memory may reduce speed, but the default policy never silently changes model precision or router semantics.