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GPT-3 – OpenAI’s language generator

Written by Nexlogica Team

June 8, 2022


GPT-3, on other words the third generation Generative Pre-trained Transformer, is the most powerful language model ever. Developed by OpenAI GPT-3, is a neural network machine learning model trained using internet data to generate any type of text. It requires a small amount of input text to generate large volumes of relevant and sophisticated machine-generated text. The model has 175 billion parameters, where it’s precursor – GPT-2’s – has only 1.5 billion parameters.

GPT-3 is trained to generate realistic human text, and has been used to create articles, poetry, stories, news reports and dialogue using just a small amount of input text that can be used to produce large amounts of quality copy. The model is also being used for automated conversational tasks, responding to any text that a person types into the computer with a new piece of text appropriate to the context. GPT-3 can create anything with a text structure, and not just human language text. It can also automatically generate text summarizations and even programming code.

GPT-3 is a language prediction model – it has a neural network machine learning model that can take input text as an input and transform it into what it predicts the most useful result will be. This is accomplished by training the system on the vast body of internet text to spot patterns. More specifically, GPT-3 is the third version of a model that is focused on text generation based on being pre-trained on a huge amount of text.
When a user provides text input, the system analyzes the language and uses a text predictor to create the most likely output. Even without much additional tuning or training, the model generates high-quality output text that feels similar to what humans would produce.


You can read more about GPT-3 here.

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