SigLIP release - a nielsr Collection

nielsr 's Collections

Image-to-text models

DPT 3.0 release

DPT 3.1 release

Depth Anything release

SigLIP release

updated Jan 8

SigLIP improves upon CLIP with a sigmoid loss. Both English-only and multilingual checkpoints are released.

Sigmoid Loss for Language Image Pre-Training

Paper • 2303.15343 • Published Mar 27, 2023 • 5
google/siglip-base-patch16-224

Zero-Shot Image Classification • Updated Sep 26 • 725k • 32
google/siglip-base-patch16-256

Zero-Shot Image Classification • Updated Sep 26 • 3.54k • 5
google/siglip-base-patch16-384

Zero-Shot Image Classification • Updated Sep 26 • 243k • 9
google/siglip-base-patch16-512

Zero-Shot Image Classification • Updated Sep 26 • 65.2k • 18
google/siglip-large-patch16-256

Zero-Shot Image Classification • Updated Sep 26 • 41.6k • 10
google/siglip-large-patch16-384

Zero-Shot Image Classification • Updated Sep 26 • 189k • 6
google/siglip-base-patch16-256-multilingual

Zero-Shot Image Classification • Updated Sep 26 • 50.1k • 37

Note This is a multilingual variant trained on WebLi without language filtering.
google/siglip-so400m-patch14-384

Zero-Shot Image Classification • Updated Sep 26 • 2.44M • 402

Note This one has a scaled-optimized architecture, obtaining the best performance in English.