ACS: AI + prompt-crafting beyond GPT-3

Step 1

Login to the free playground. You will need a phone for SMS confirmation.
Link to playground for GPT-3 by OpenAI.

The free playground has a limit of about 300,000 free tokens. This is the equivalent of about four novels of text.

Alternatives (no login)


GPT-J is about 3% of the size of the model above (6B vs 175B parameters), but may be interesting due to their differing datasets (GPT-J has more GitHub, more StackExchange, etc)

GPT-J fast (no login):

GPT-J slow (no login):


Megatron-11B is my favourite model to play around with for simplicity, no login needed.

Megatron (no login):


Step 2

Use prompt-crafting to create a prompt for the AI.
There are many built-in to the platform (GPT-3: use the drop-down, GPT-J: click ‘examples’), or some suggestions in the sheet:

Link to prompt-crafting examples.


Step 3

Submit/show your favourite result(s) to the class.

That’s it! Thanks for playing!

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Dr Alan D. Thompson is an AI expert and consultant, advising Fortune 500s and governments on post-2020 large language models. His work on artificial intelligence has been featured at NYU, with Microsoft AI and Google AI teams, at the University of Oxford’s 2021 debate on AI Ethics, and in the Leta AI (GPT-3) experiments viewed more than 4.5 million times. A contributor to the fields of human intelligence and peak performance, he has held positions as chairman for Mensa International, consultant to GE and Warner Bros, and memberships with the IEEE and IET. Technical highlights.

This page last updated: 11/Apr/2022.