GPT (Generative Pre-trained Transformers) is a powerful AI model capable of generating and understanding human language. This AI technology for generating texts is now being used in chatbots, content creation, coding support, and more.
What is GPT?
GPT models are very advanced AI large language model developed by OpenAI. It belongs to a family of neural networks models that employ transformer architectures. The transformer architecture was among the first neural network architectures, having initially been proposed in an AI paper published in 2017.
It powers GPT AI models giving them capacity to read text, create content, summarize written texts, translate languages, and engage in intelligent conversations with users. These capabilities make GPT one of the best AI language models currently in existence.
How does GPT work?
GPT operates by predicting the most likely next word in a sentence. It relies on patterns and structures it has picked up from a large amount of training data to generate responses that are intelligent, contextually relevant and sound right in a conversation. The more a user inputs text data, the better generative pre-trained transformers become at comprehending and generating reliable responses.
GPT vs. BERT: how are they different
BERT is bidirectional, and this exponentially enhances its ability to comprehend and capture the meaning that is between the words. GPT, however, processes text in a single direction, and as a result is highly reliable at generating contextually relevant text. BERT is most often used for text classification and sentiment analysis, where the nuances of the text need to be comprehended. Using generative pre-trained transformer (GPT) models is ideal for writing or conversational tasks.
GPT Advantages and Disadvantages
GPT AI Models Pros
- GPT gives authentic responses.
- GPT AI models perform very well with a wide variety of languages and subjects.
- It learns and improves over time as users continue to engage with it.
GPT AI Models Cons
- GPT AI models may give false or biased answers
- GPT AI models use a large amount of computer resources to perform effectively.
- GPT AI models strongly rely on one’s prompting skills
GPT AI Model Use Cases
GPT is used in Chatbots such as ChatGPT to generate content for emails, blog posts, customer support, or even help with technical tasks such as coding.