Snorkel Ai


Snorkel AI is an advanced artificial intelligence platform that focuses on the data-centric aspect of AI development. It leverages programmatic data labeling and weak supervision techniques to enable enterprises to quickly and accurately build AI applications. The platform allows users to label data programmatically using their expert knowledge and foundation models, improving model quality and customization. Snorkel AI supports the development of large language models (LLMs) and foundation models (FMs) that perform with high accuracy on domain-specific datasets and use cases. The platform also includes features like guided error analysis and rapid iteration to enhance model performance. It offers interoperability with existing AI stacks, supports various ML tasks, and can handle different data types such as text and images. Snorkel AI is designed to be accessible and customizable for enterprises of all sizes and industries.