Welcome to LAVIS’s documentation!

Introduction

• What is LAVIS?
• Supported Tasks, Models and Datasets
• Library Design
• Installation

Getting Started

• Dataset Zoo
• Auto-Downloading and Loading Datasets
• Model Zoo
• Inference with Pre-trained Models
• Unified Feature Extraction Interface

Advanced Usage

• Benchmark
  • ALBEF
  • BLIP
  • CLIP
  • ALPRO
• Tutorials
  • Evaluating Pre-trained Models on Task Datasets
  • Example on Finetuning BLIP on COCO-Captioning
  • Available Configurations
  • Training Models on Task Datasets (Commands and Configurations)
  • Adding Datasets
  • Adding Processors
  • Adding Models
  • Adding Tasks

Indices and tables

• Index

• Module Index

• Search Page