Also known as: llm · LLM (Large Language Model) · LLM · Large Language Model (LLM) · Large Language Models (LLMs) · Large Language Models
LLM, oder Large Language Model, ist ein Sprachmodell mit einer großen Anzahl von Parametern, das auf breiten Text- oder multimodalen Daten trainiert wurde, um Sprache zu verstehen und zu erzeugen. LLMs können Aufgaben wie Fragenbeantwortung, Zusammenfassung, Entwurf, Programmierhilfe, Übersetzung und textartige Schlussfolgerung ausführen, ihre Ausgaben erfordern jedoch Evaluation und Governance.
A language model with a large number of parameters (typically at least a billion) that are adjusted during training. Due to its size, it requires a lot of data and computing capability to train. Large language models are usually based on the transformer architecture.
A text-driven foundational model that's trained on a vast amount of data. LLMs are used to perform natural language processing (NLP) tasks, such as text generation, machine translation, text summarization, and question answering. LLMs are text-based, whereas foundation models can be trained with and receive input from multiple modalities, including text, images, audio, and video.
A side-by-side comparison of Large Language Model and Language Model. Understand why an LLM is a large-scale form of language model with broader task capabilities and governance needs.
A side-by-side comparison of Large Language Model and Foundation Model. Understand why an LLM is language-centered, while a foundation model is a broad pretrained base model that can support many downstream tasks.
A side-by-side comparison of Generative AI and Large Language Model. Understand why generative AI is a broader content-producing category, while an LLM is a language-focused model type often used inside generative AI systems.