Let's dive into one of the hottest GitHub repositories and research projects of the year – LLaVA, an end-to-end large multimodal model that connects a vision encoder and LLM for general-purpose visual and language understanding.
GPT-4 is powerful, but did you know that some AIs are built entirely thanks to it? Yes, GPT-4 is so good that it can be used to generate good enough data to train other AI models. And not just any model, but better models than itself!
In our upcoming video, you'll witness Liu et al.'s ingenious use of GPT-4 to create LLaVA, a groundbreaking general-purpose language vision model. LLaVA isn't just another AI; it's the first model that seamlessly comprehends and follows visual and language-based instructions.
By watching the video, you'll uncover how GPT-4's capabilities were harnessed to generate a large, high-quality dataset that trained a new model capable of understanding both images and text. LLaVA's multimodality means it can answer an impressive array of questions about the content it encounters.
https://youtu.be/Pn1B_L_zAwI?embedable=true&transcript=true
But that's just the beginning.
Discover how LLaVA, powered by the unparalleled capabilities of GPT-4, is revolutionizing the way AI understands and interacts with both text and images simultaneously. From its inception to the remarkable results, we'll take you on a journey through the technology that's reshaping the future.
We will witness the magic of Visual Instruction Tuning, a new technique that empowers AI to understand images without relying on captions, a process that's opening up a world of possibilities.
Join us on this exciting journey to discover how LLaVA is bridging the gap between vision and language, all with the help of GPT-4. From understanding images in a flash to answering a wide range of questions, LLaVA is a game-changer in AI.
References
►Hong et al., 2023: MetaGPT, https://arxiv.org/pdf/2304.08485.pdf
►Code: https://github.com/haotian-liu/LLaVA
►Demo: https://llava-vl.github.io/
►Twitter: https://twitter.com/Whats_AI
►My Newsletter (A new AI application explained weekly to your emails!): https://www.louisbouchard.ai/newsletter/