OpenAI’s GPT-3 Can Now Generate The Code For You
Ever since its release last month, OpenAI’s GPT-3 has been in the news for a variety of reasons. From being the largest language model ever trained to outranking state of the art models on tasks such as translation and question-answering, GPT-3 has set new benchmarks for natural language processing. Now, in the latest news, Sharif Shameem, the founder of debuild.co, a startup which enables developers to build apps with minimum effort, has leveraged GPT-3 to generate code! This is mind blowing.With GPT-3, I built a layout generator where you just describe any layout you want, and it generates the JSX code for you.W H A T pic.twitter.com/w8JkrZO4lk— Sharif Shameem (@sharifshameem) July 13, 2020 All Shareen had to do was to enter the text that captures the essence of the product and the generator dishes out code. According to Shareen, he only had to write 2 samples to give GPT-3 context for what he wanted to do. It then properly formatted all of the other samples. “There were a few exceptions, like the JSX code for tables being larger than the 512 token limit. If I wanted it to write output plain HTML/CSS instead of JSX, all I would have to do would be to re-write my 2 initial samples in HTML/CSS. Then all of GPT-3’s outputs would be in plain HTML/CSS,” added Shareen. Here are other instances where GPT-3 made coding more fun and app development easy: Building a to-do list app: I built a todo list app simply by describing it to GPT-3.It generated the React code for a fully functioning app within seconds.I'm becoming more impressed and aware of its capabilities every single day. pic.twitter.com/QGrClar03s— Sharif Shameem (@sharifshameem) July 18, 2020 Generating code for Google homepage Here's a sentence describing what Google's home page should look and here's GPT-3 generating the code for it nearly perfectly. pic.twitter.com/m49hoKiEpR— Sharif Shameem (@sharifshameem) July 15, 2020 OpenAI with the beta release of its API has attracted a plethora of experts and amateur developers to implement exotic machine learning models for their software development chores. Now it will be only a matter of time before more innovations surface in the developers community!
Ever since its release last month, OpenAI’s GPT-3 has been in the news for a variety of reasons. From being the largest language model ever trained to outranking state of the art models on tasks such as translation and question-answering, GPT-3 has set new benchmarks for natural language processing. Now, in the latest news, Sharif […]
OpenAI with beta release of its API has attracted a plethora of experts and amateur developers to implement exotic machine learning models
["GPT-3", "Natural Language Processing"]
["GPT-3", "Go", "API", "machine learning", "TPU", "OpenAI", "AI", "Natural Language Processing", "ML", "RAG", "GPT", "R"]
["AI", "machine learning", "ML", "OpenAI", "RAG", "TPU", "R", "Go", "API", "GPT"]
I have a master's degree in Robotics and I write about machine learning advancements.