AI Model Explained: LLM, Transformer, Diffusion, and More

This article explains various types of AI models, differentiating between Dense models and Mixture of Experts (MoE) for Large Language Models (LLMs). It details the Transformer architecture, which is foundational to modern LLMs due to its self-attention mechanism. The piece also covers older technologies like RNN/LSTM, Convolutional Neural Networks (CNNs) for image processing, and Diffusion Models used for generating images and other media. Finally, it introduces Multimodal Models, which can process multiple types of data like text and images. AI

IMPACT Clarifies fundamental AI concepts for a broader audience, aiding understanding of current AI technologies.

RANK_REASON The article provides an explanatory overview of different AI model architectures and concepts, rather than reporting on a new release or significant industry event.

Read on dev.to — LLM tag →

• AI
• ChatGPT
• CNN
• Diffusion
• Gemini 1.5 Pro
• Google
• GPT-3
• GPT-4
• GPT-4o
• Llama
• LLM
• LSTM
• Meta
• Midjourney
• RNN
• Stable Diffusion
• Transformer

• other

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