LAVIS

Why we included this project

LAVIS is a research library from Salesforce that bundles pretrained vision-and-language models, among them BLIP, InstructBLIP, ALBEF, and CLIP, behind one Python API. Common workloads like image captioning, visual question answering, retrieval, and multimodal classification take a few lines of code rather than hand-built training scripts. It also includes dataset loaders and standardized training and evaluation pipelines, which makes reproducing published results or fine-tuning on your own multimodal data fairly straightforward. The documentation, notebooks, and benchmark suite make it a useful reference for anyone working with these models, though it stays research-oriented rather than a hosted service, so expect to handle deployment yourself.