As soon as “too scary” to launch, GPT-2 will get squeezed into an Excel spreadsheet

An illustration of robots sitting on a logical block diagram.

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It looks like AI giant language fashions (LLMs) are in every single place lately because of the rise of ChatGPT. Now, a software program developer named Ishan Anand has managed to cram a precursor to ChatGPT referred to as GPT-2—initially launched in 2019 after some trepidation from OpenAI—right into a working Microsoft Excel spreadsheet. It is freely obtainable and is designed to teach individuals about how LLMs work.

“By utilizing a spreadsheet anybody (even non-developers) can discover and play immediately with how a ‘actual’ transformer works underneath the hood with minimal abstractions to get in the best way,” writes Anand on the official web site for the sheet, which he calls “Spreadsheets-are-all-you-need.” It is a nod to the 2017 analysis paper “Consideration is All You Want” that first described the Transformer structure that has been foundational to how LLMs work.

Anand packed GPT-2 into an XLSB Microsoft Excel binary file format, and it requires the most recent model of Excel to run (however will not work on the internet model). It is fully native and does not do any API calls to cloud AI companies.

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