Foundation Model Patterns #
Foundation models form the basis of many generative AI systems. This section covers patterns related to selecting, using, and deploying foundation models in production.
What are Foundation Models? #
Foundation models are large AI models pre-trained on vast amounts of data that can be adapted to a wide range of downstream tasks. Examples include:
- Large Language Models (LLMs) like GPT-4, Claude, Llama, and Mistral
- Multimodal models like DALL-E, Stable Diffusion, and Midjourney
- Audio models like Whisper