Fuyu-8B is a multi-modal text-to-image and image-to-text conversion model trained by Adept AI. It features a simplified architecture and training process, making it easy to understand, extend, and deploy. Designed for digital agents, it can support any image resolution, answer questions about charts and graphs, answer UI-based questions, and perform fine-grained localization on screen images. It is fast-responding, capable of processing large images within 100 milliseconds. While optimized for our use cases, it performs well on standard image understanding benchmarks such as visual question answering and natural image captioning. Please note that the model we release is a base model, and we encourage you to fine-tune it for specific use cases, such as lengthy captions or multimodal chat. In our experience, the model performs well for few-shot learning and fine-tuning for various use cases.