A Foundation Model is a type of artificial intelligence model that is pre-trained on a large amount of data and serves as a base for building more specific AI models (e.g. via Supervised Fine-Tuning, SFT). These models, due to their extensive training, have a broad understanding of language, images, or other types of data, and can be fine-tuned to perform specific tasks in the field of Generative AI, such as text generation, image synthesis, and more. Foundation models are key to many SaaS products in the AI domain due to their versatility and efficiency.
The LLM Knowledge Base is a collection of bite-sized explanations for commonly used terms and abbreviations related to Large Language Models and Generative AI.
It's an educational resource that helps you stay up-to-date with the latest developments in AI research and its applications.