Foundation Model
A foundation model is a large, general-purpose AI model trained on a massive amount of data that can be adapted for a wide variety of tasks.
How it works
It serves as a foundational starting point for more specialized AI applications. Through a process called fine-tuning, developers can adapt it for specific uses, which is more efficient than building a complex model from scratch.
Examples
- 1.A model like GPT-4, which powers chatbots, writing assistants, and coding tools.
- 2.Stable Diffusion, a model that generates images from text descriptions.
- 3.Claude, an AI assistant used for conversation, analysis, and content creation.