LLMs and Gen AI , Part 1
LLMs and Gen AI LLMs (Large Language Models) f ocus on processing and understanding existing vast amounts of text data. They can use this understanding to perform various tasks like text generation, translation, and question answering, but the core remains working with existing information. They primarily rely on deep learning architectures like Transformers, which are adept at finding patterns and relationships within massive amounts of text data. LLM helps in doing practically everything such as: Content creation: Writing different creative text formats based on existing styles. Chatbots and virtual assistants: Powering chatbots for natural conversations and answering questions. Machine translation: Translating text between languages while preserving meaning and context. Text summarization: Creating concise summaries of factual texts. Some LLMs can be used for generative tasks, especially when conditional generation techniques are ...