July 26, 2020August 8, 2020 MACHINE LEARNING TOKYO

10 COOL GPT-3 DEMOS

Since OpenAI kicked off the GPT-3 API access for selected users, many demos have been created that showcased the impressive capabilities of the massive-scale language model. Here are 10 cool demos based on GPT-3 that appeared on Twitter, curated by Suzana Ilić:

⚫ Code
⚫ More code
⚫ Deep Learning code
⚫ Design
⚫ SQL queries
⚫ Emails
⚫ Spreadsheets
⚫ Google docs
⚫ Regex
⚫ Financial statements

GPT-3 is an autoregressive language model with 175 billion parameters, 10x more than any previous non-sparse language model, its performance was tested in the few-shot setting. Find more information about GPT-3 on GitHub and arXiv.

1. 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

2. More code

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

3. Deep Learning code

AI INCEPTION!

I just used GPT-3 to generate code for a machine learning model, just by describing the dataset and required output.

This is the start of no-code AI. pic.twitter.com/AWX5mZB6SK
— Matt Shumer (@mattshumer_) July 25, 2020

4. Design

This changes everything. 🤯

With GPT-3, I built a Figma plugin to design for you.

I call it "Designer" pic.twitter.com/OzW1sKNLEC
— Jordan Singer (@jsngr) July 18, 2020

5. SQL queries

I got GPT-3 to start writing my SQL queries for me

p.s. these work against my *actual* database! pic.twitter.com/6RoJewXEEx
— Faraaz Nishtar 🦊 (@FaraazNishtar) July 22, 2020

6. Emails

GPT-3 is going to change the way you work.

Introducing Quick Response by OthersideAI

Automatically write emails in your personal style by simply writing the key points you want to get across

The days of spending hours a day emailing are over!!!

Beta access link in bio! pic.twitter.com/HFjZOgJvR8
— OthersideAI (@OthersideAI) July 22, 2020

7. Spreadsheets

=GPT3()… the spreadsheet function to rule them all.

Impressed with how well it pattern matches from a few examples.

The same function looked up state populations, peoples' twitter usernames and employers, and did some math. pic.twitter.com/W8FgVAov2f
— Paul Katsen (@pavtalk) July 21, 2020

8. Google docs

The cool thing about integrating GPT-3 with Google Docs is you get the text completion and spell checking, plus a paraphrase capability. I'm sure there a plenty of more ideas to help writing! And ideas? #gpt3 pic.twitter.com/mwZ9nknmVE
— Carlos E. Perez (@IntuitMachine) July 25, 2020

9. Regex

I once had a problem and used regex. Then I had two problems

Never again. With the help of our GPT-3 overlords, I made something to turn English into regex. It's worked decently for most descriptions I've thrown at it. Sign up at https://t.co/HtTpJ16V4F to play with a prototype pic.twitter.com/trJA7VRrsf
— Parthi Loganathan (@parthi_logan) July 25, 2020

10. Financial statements

Built a GPT-3 bot that lets people with no accounting knowledge generate financial statements 📈 👀

Here it is creating balance sheets by turning everyday language into Python code: pic.twitter.com/pFnhmi5guM
— yash (@itsyashdani) July 21, 2020

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Posted in AI, Deep LearningTagged AI, Deep Learning, Demo, GPT-3, GPT3, OpenAI1 Comment

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