Generative Pre-trained Transformers (GPT) are advanced language models developed by OpenAI, designed to understand and generate human-like text. These models are pre-trained on extensive datasets and fine-tuned for various applications, including text generation, translation, and summarization.
Key Features:
- Pre-training and Fine-tuning: GPT models undergo a two-step training process: pre-training on large text corpora to learn language patterns, followed by fine-tuning on specific tasks to enhance performance.
- Multimodal Capabilities: Recent iterations, such as GPT-4, have multimodal abilities, enabling them to process both text and images, thereby broadening their application scope.
Applications:
- Content Creation: GPT models assist in generating articles, reports, and creative writing, streamlining content production processes.
- Customer Support: They power chatbots and virtual assistants, providing automated responses to customer inquiries.
- Language Translation: GPT models facilitate accurate and context-aware translations between languages.