---
title: README
emoji: ⚡
colorFrom: indigo
colorTo: blue
sdk: static
pinned: false
---

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](https://haon-chen.github.io/MoCa/) | [💻 Code](https://github.com/haon-chen/MoCa) | [🤖 MoCa-Qwen25VL-7B](https://huggingface.co/moca-embed/MoCa-Qwen25VL-7B) | [🤖 MoCa-Qwen25VL-3B](https://huggingface.co/moca-embed/MoCa-Qwen25VL-3B) | [📚 Datasets](https://huggingface.co/moca-embed/datasets) | [📄 Paper](https://arxiv.org/abs/2506.23115)