Spreadsheets are all you need.AI
ВнешнийSpreadsheets are all you need.AI revolutionizes AI education by implementing GPT-2's forward pass entirely in Excel spreadsheets using only standard functions—no VBA or coding needed. This hands-on approach makes complex LLMs and transformers traceable and understandable with familiar tools, empowering non-developers to dive deep into AI mechanics. Featuring browser demos, downloads for Excel 365 and legacy, SAAYN Notebooks, and a Maven course, it's ideal for busy STEM professionals, educators, and curious learners seeking intuitive AI mastery without the code barrier.
Описание
Spreadsheets are all you need.AI revolutionizes AI education by implementing GPT-2's forward pass entirely in Excel spreadsheets using only standard functions—no VBA or coding needed. This hands-on approach makes complex LLMs and transformers traceable and understandable with familiar tools, empowering non-developers to dive deep into AI mechanics. Featuring browser demos, downloads for Excel 365 and legacy, SAAYN Notebooks, and a Maven course, it's ideal for busy STEM professionals, educators, and curious learners seeking intuitive AI mastery without the code barrier.
Ключевые возможности
- Implement GPT-2 forward pass entirely in Excel using standard spreadsheet functions
- Provide JavaScript browser-based demo of GPT-2 running in-browser
- Offer Excel downloads for Microsoft 365 and legacy versions
- SAAYN Notebooks: AI-powered spreadsheet-notebook hybrid
Основные сценарии использования
- 1.Hands-on technical crash course on LLMs for busy STEM professionals
- 2.Interactive exploration of transformer internals via browser demo
- 3.Teaching AI/ML concepts in university classes and conference keynotes
Подходит ли вам Spreadsheets are all you need.AI?
Лучше всего для
- Busy STEM professionals and non-developers seeking LLM crash course
- Web developers and educators exploring transformers interactively
Не идеально для
- Users with non-English Excel locales
- Low-resource machines unable to handle 1.25GB file
- Mobile users (browser demo desktop Chrome only)
Выдающиеся функции
- No VBA, macros, or programming required
- Traceable LLM computations in spreadsheet format
- GitHub releases with Excel files
- Integrated Maven course on AI with spreadsheets
- Blog tutorials on AI topics like prompting and agents
Цены
Free
How AI & LLMs Work: A Fast-Track Crash Course for Busy Professionals
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Что хвалят
- Makes LLMs traceable and understandable using spreadsheets
- 1.6k GitHub stars and 226 forks show strong interest
- Media coverage in Ars Technica, Tom's Hardware, Hacker News
- Endorsements from AWS, Fast.ai experts like Jeremy Howard
- Used in university ML classes and AI keynotes
На что жалуются
- 1.25GB file size causes resource strain and slow loading
- Incompatible with non-English Excel versions
- #NAME formula errors in some setups
- Issues processing text with digits due to whitespace