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GPT: Difference between revisions
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[[GPT-3.5]] | [[GPT-3.5]] | ||
==Introduction== | |||
[[GPT]], which stands for [[Generative Pre-trained Transformer]], is a type of [[language model]] developed by [[OpenAI]]. Based on the [[Transformer]] [[architecture]] and utilizes [[unsupervised learning]], GPT is able to [[generate text]] indistinguishable from text written by humans. | |||
==How does GPT work?== | |||
Using unsupervised learning, GPT is able to generate text by [[predicting the next word]] in a sentence based on the context of the words that came before it. The model is trained on a large corpus of text, such as the entire internet, to learn the patterns and relationships between words and how they are used in context. | |||
The Transformer architecture is used in GPT because it is well-suited for processing sequential data, such as text. The Transformer consists of [[self-attention]] mechanisms, which allow the model to focus on specific words in a sentence and learn the relationships between them. | |||
Once the model is [[trained]], it can be used for a variety of [[natural language processing]] (NLP) tasks, such as [[text generation]], [[translation]], and [[summarization]]. The model can also be [[fine-tuned]] for specific tasks by training it on smaller, task-specific [[datasets]]. | |||
==Applications of GPT== | |||
GPT has a wide range of applications in the field of NLP. Some of the most notable applications include: | |||
*Text generation: GPT can be used to generate coherent and coherent text that resembles human writing. | |||
*Chatbots: GPT can be used to create conversational agents that can answer questions and hold conversations with users. | |||
*Text classification: GPT can be fine-tuned for text classification tasks, such as sentiment analysis or spam detection. | |||
*Translation: GPT can be used to translate text from one language to another. | |||
==Explain Like I'm 5 (ELI5)== | |||
GPT is a computer program that can write sentences like a person. It learned how to do this by reading lots of text on the internet. Now it can write new sentences and answer questions by using what it learned. It's like a smart robot that can talk and write in a way that sounds like a person! | |||
[[Category:Terms]] [[Category:Artificial intelligence terms]] [[Category:Models]] [[Category:GPT]] [[Category:OpenAI]] | [[Category:Terms]] [[Category:Artificial intelligence terms]] [[Category:Models]] [[Category:GPT]] [[Category:OpenAI]] | ||