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GPT
(Generative Pre-trained Transformer)
GPT is a series of LLMs developed by OpenAI that use transformer architecture to generate human-like text. These models are pre-trained on vast text corpora and can be fine-tuned for specific tasks like conversation or content creation.
GPT models demonstrate remarkable capabilities in natural language understanding and generation, powering applications from chatbots to code assistants. The architecture's self-attention mechanism allows it to consider relationships between all words in input sequences. Training GPT models requires massive computational resources, typically using thousands of GPUs or TPUs, and raises important considerations about energy use and AI safety.
GPT models demonstrate remarkable capabilities in natural language understanding and generation, powering applications from chatbots to code assistants. The architecture's self-attention mechanism allows it to consider relationships between all words in input sequences. Training GPT models requires massive computational resources, typically using thousands of GPUs or TPUs, and raises important considerations about energy use and AI safety.