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hyperbolic-space

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Meridian is a vision-language representation model built directly on top of standard CLIP (ViT-B/16) backbones. Unlike typical contrastive models that project image and text vectors into a flat, Euclidean vector space, Meridian maps multimodal features onto a continuous hyperbolic manifold (Lorentz manifold).

  • Updated Jun 22, 2026
  • Python

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