LAVIS / BLIP

LAVIS stands for Library for Language-Vision Intelligence, a unified library for vision-language research and applications. BLIP and BLIP-2 are the most influential model lines within that family.

Developers can use it to load pretrained models for captioning, visual question answering, image-text retrieval, multimodal alignment, and related tasks.

The BLIP family is one of the base components of multimodal AI. Many later vision-language models, data-generation pipelines, and image-text alignment studies are directly or indirectly influenced by it.

Its value is not only high citation count, but reusable code and models that lower the entry barrier for later research.

Salesforce’s Singapore lab proves that international corporate research teams in Singapore are not merely sales or regional offices; they can produce global foundation research.

This is an important but often underestimated layer of Singapore’s AI ecosystem: multinational labs connect local talent, global research networks, and open-source influence.