Alibaba & HUST’s ONE-PEACE: Toward a General Representation Model For Unlimited Modalities

The recent rapid rise of large language models (LLMs) has piqued research interest regarding the power and potential of representation models, which are designed to decode and understand data. While contemporary representation models have achieved outstanding performance on unimodal tasks, they typically remain underequipped for handling multimodal tasks.

In the new paper ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities, a research team from…