Cohere Command is one type of LLM LaMDA is the LLM behind Bard.įine-tuning is the process of adapting a pretrained foundation model to perform better in a specific task. This enables LLMs to generate natural-language text, performing tasks such as summarization or knowledge extraction. Large language models (LLMs) make up a class of foundation models that can process massive amounts of unstructured text and learn the relationships between words or portions of words, known as tokens. Examples of these models are GPT-4, PaLM 2, DALL♾ 2, and Stable Diffusion. Generative AI is a type of AI that can create new content (text, code, images, video) using patterns it has learned by training on extensive (public) data with machine learning (ML) techniques.įoundation models (FMs) are deep learning models trained on vast quantities of unstructured, unlabeled data that can be used for a wide range of tasks out of the box or adapted to specific tasks through fine-tuning.
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