Goto

Collaborating Authors

 powerful language model


Exploring the Model Behind ChatGPT: How the Bot Works

#artificialintelligence

ChatGPT is a powerful language model developed by OpenAI, based on the GPT-3.5 architecture. ChatGPT is used in a variety of applications, including chatbots, virtual assistants, and content creation. In this article, we'll take a closer look at the model behind ChatGPT and explore how the bot works. ChatGPT is a deep learning model that uses natural language processing (NLP) to generate text-based responses to user input. It's based on the GPT-3.5 architecture, which is an improvement over the previous GPT-3 architecture. The GPT-3.5 architecture is a transformer-based neural network that uses self-attention mechanisms to process input sequences.


Harnessing the Power of ChatGPT for Data Science

#artificialintelligence

This article was published as a part of the Data Science Blogathon. OpenAI's ChatGPT is a strong language generation model created for conversational applications like textbooks, virtual assistants, and question-answering systems. It is a powerful language model that can be used for many natural language processing tasks. These tasks include text generation, data augmentation and interpretation, and other applications like enhancing model performance. In short, ChatGPT can help to make your NLP projects more efficient and effective.



OpenAI's New Code Generator: GitHub Copilot (and Codex)

#artificialintelligence

I explain Artificial Intelligence terms and news to non-experts. You've probably heard of the recent Copilot tool by GitHub, which generates code for you. You can see this tool as an auto-complete for code. You give it the name of a function along with some additional info, and it generates the code for you quite accurately! Rather, it will try to understand what you are trying to do to generate it.


Can't Access GPT-3? Here's GPT-J -- Its Open-Source Cousin

#artificialintelligence

The project was born in July 2020 as a quest to replicate OpenAI GPT-family models. A group of researchers and engineers decided to give OpenAI a "run for their money" and so the project began. Their ultimate goal is to replicate GPT-3-175B to "break OpenAI-Microsoft monopoly" on transformer-based language models. Since the transformer was invented in 2017, we've seen increased effort in creating powerful language models. GPT-3 is the one that became a superstar, but all over the world companies and institutions are competing to find an edge that allows them to take a breath at a hegemonic position.