Here at Agile Creative Labs, we’re passionate about making AI accessible to everyone. That’s why we’re excited to always share any tech related stuff we find online, like the works of Software Developer and MS Excel addict Ishan Anand’s incredible project: GPT-2 in Microsoft Excel!
Yes, you read that right. Anand has managed to squeeze a functional version of GPT-2, a large language model (LLM), into a 1.25GB spreadsheet. This ingenious creation offers a unique glimpse into how LLMs work, particularly the powerful Transformer architecture that underpins them.
Understanding AI Through Spreadsheets
“If you can understand a spreadsheet, then you can understand AI,” Anand proclaims. His project lives up to this motto. By using familiar Excel formulas and functions, Anand demonstrates the core concept of LLMs: next-token prediction. Essentially, the model analyzes a sequence of words (tokens) and predicts the most likely word to follow.
This “low-code introduction” makes LLMs approachable for a broad audience. Tech executives, marketers, product managers, and anyone curious about AI can now experiment with GPT-2 firsthand. It’s a fantastic learning tool for those who want to understand the foundational concepts of AI, even without a programming background.
A Glimpse into LLM Evolution
While Anand’s project utilizes the 2019 GPT-2 architecture, it’s important to remember that LLMs have come a long way since then. Modern models like GPT-3 and GPT-4 boast significantly more parameters (175 billion and beyond!), allowing them to handle much larger sequences of text.
However, Anand’s creation shouldn’t be dismissed. The core Transformer architecture remains the backbone of various LLMs, including ChatGPT, Bard (also known as Gemini!), and Meta’s Llama. This project offers valuable insight into the fundamental principles that drive these powerful language models.
Dive into the World of LLMs
Ishan Anand’s GPT-2 in Excel is available on GitHub for anyone to download and play with. So, fire up Excel, and prepare to be amazed by the power of AI – all within the familiar confines of your favorite spreadsheet software!
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