Ai Architectures

Foundation Models Explained: Why Transformers Handle Language and Diffusion Models Paint Pictures

Foundation models are large neural networks trained on broad datasets, serving as versatile bases for numerous tasks. Two dominant architectures, Transformers for language and Diffusion models for images, define their capabilities and inherent risks like bias and hallucination.