MoCa

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Welcome to MoCa-Embed! 👋

This is the organization of MoCa, which refers to Modality-aware Continual Pre-training for multimodal embedding models. In this organization, we release code, data and model checkpoints for MoCa embeddings.

🏠 Homepage | 💻 Code | 🤖 MoCa-Qwen25VL-7B | 🤖 MoCa-Qwen25VL-3B | 📚 Datasets | 📄 Paper

models 2

moca-embed/MoCa-Qwen25VL-7B

Zero-Shot Image Classification • 8B • Updated Jul 1 • 35 • 2

moca-embed/MoCa-Qwen25VL-3B

Zero-Shot Image Classification • 4B • Updated Jul 1 • 3.47k • 5

datasets 12

moca-embed/MMEB-train-fixed

Viewer • Updated Aug 23 • 1.45M • 99

moca-embed/MoCa-CL-Pairs

Viewer • Updated Jul 1 • 1.95M • 824

moca-embed/MAmmoTH-VL-Instruct-12M

Viewer • Updated Jul 1 • 10.2M • 86

moca-embed/dclm_20b

Viewer • Updated Jul 1 • 20.6M • 89

moca-embed/vdr_multi

Viewer • Updated Jul 1 • 281k • 98

moca-embed/tevatron_colpali

Viewer • Updated Jul 1 • 118k • 336

moca-embed/visrag_syn

Viewer • Updated Jul 1 • 239k • 486

moca-embed/visrag_ind

Viewer • Updated Jul 1 • 123k • 68

moca-embed/docmatix

Viewer • Updated Jul 1 • 1.25M • 645

moca-embed/pixelprose_commonpool

Viewer • Updated Jul 1 • 5.85M • 38

View 12 datasets