Foundation Models
Date Published
What are foundation models ?
Models with capabilities like natural language processing and computer vision must be built completely from scratch, requiring resources in terms of data, computing, and processing throughout the whole machine learning cycle.
Foundation models are pre-trained models trained on vast amounts of data. They can be fine-tuned for specific tasks such as generating text, images, audio, and videos based on specific use cases in generative AI. Using deep learning algorithms, these models are highly accurate at recognizing patterns and making predictions.