LLM stands for Large Language Model. It is a type of artificial intelligence (AI) model designed to understand and generate human-like text based on vast amounts of data. These models are built using deep learning techniques, particularly transformers, and are trained on massive datasets containing text from books, articles, websites, and other sources.
Key Features of LLMs:
- Natural Language Understanding (NLU): Can comprehend and process human language.
- Text Generation: Can produce coherent and contextually relevant text.
- Multitasking: Can perform tasks like translation, summarization, question answering, and coding.
- Context Awareness: Can remember context within a conversation for more relevant responses.
Examples of LLMs:
- GPT (Generative Pre-trained Transformer) – e.g., GPT-4 (used in ChatGPT)
- BERT (Bidirectional Encoder Representations from Transformers) – developed by Google
- LLaMA (Large Language Model Meta AI) – developed by Meta (Facebook)
- Claude – developed by Anthropic
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