hyper-models docs
hyper-models · Reference
Models
Every model in the hyper-models catalog, with its geometry, runtime, source and licence.
| Name | Geometry | Dim | Runtime | Weights | Licence |
|---|---|---|---|---|---|
hyper3-clip-v1 | Hyperbolic | 513 | PyTorch ([ml]) | hyper3labs/hyper3-clip-v1 | OpenMDW-1.0 |
hycoclip-vit-s, hycoclip-vit-b | Hyperbolic | 513 | ONNX | mnm-matin/hyperbolic-clip | CC-BY-NC |
meru-vit-s, meru-vit-b | Hyperbolic | 513 | ONNX | mnm-matin/hyperbolic-clip | CC-BY-NC |
uncha-vit-s, uncha-vit-b | Hyperbolic | 513 | PyTorch ([ml]) | hayeonkim/uncha | Not stated upstream |
megadescriptor | Spherical | 1024 | timm ([ml]) | BVRA/MegaDescriptor-L-384 | MIT |
Hyperbolic models return points on the hyperboloid (Lorentz model): the first coordinate is the time-like one. HyperView lays them out in the Poincaré disk.
Papers
- HyCoCLIP: Compositional Entailment Learning for Hyperbolic Vision-Language Models, ICLR 2025
- MERU: Hyperbolic Image-Text Representations, ICML 2023
- UNCHA: arXiv 2603.22042, CVPR 2026
- Hyper3-CLIP: code and paper
hyper_models.list_models() always returns the catalog of the version you have installed.