MODELS
Foundation Model(FM)
Definition
A large AI model trained on broad data that can be adapted to a wide range of downstream tasks.In-Depth Explanation
Foundation models are trained at scale on diverse data, then fine-tuned or prompted for specific applications. This paradigm shift means one model can power many use cases. Examples include GPT-4, Claude, and Llama for language, and CLIP for vision-language tasks.
Real-World Example
GPT-4 is a foundation model that can be used for chatbots, code generation, analysis, and countless other tasks.
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