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MLP by hand✍️Excel ~ I designed this exercise to show how to calculate a four-level network by hand, along with a graph and matching pytorch code. Also, I made a medium and a large version to show how it scales. 👇Join the 'AI Math' community. Download xlsx.

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Tom Yeh

64,776 subscribers

62,248 görüntüleme • 1 yıl önce •via X (Twitter)

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Tom Yeh1 yıl önce

Download xlsx from Github:

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Cuneiform1 yıl önce

That is lovely! Good Work.

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Gene Sh1 yıl önce

You are making a great job publishing this excel files.

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Self-Attention by hand ✍️ Excel ~ I designed this exercise for students to practice the QKV math. I also created a medium and a large version to show how the attention matrix grows quadratically as the sequence gets longer. 👇Join the 'AI Math' community. Download xlsx.
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Self-Attention by hand ✍️ Excel ~ I designed this exercise for students to practice the QKV math. I also created a medium and a large version to show how the attention matrix grows quadratically as the sequence gets longer. 👇Join the 'AI Math' community. Download xlsx.

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Advanced RAG techniques by Hand ✍️ ~ Watch my lecture: Last year, I delivered a keynote lecture titled “Beginner’s Guide to RAG” sponsored by Sarah Torres. But don’t be fooled by the name. I walked through several advanced techniques the AI by Hand ✍️ way, breaking them down conceptually the the AI by Hand way. Today, many of those techniques are already powering real production systems. Had I filled my lecture with API calls and library-specific syntax, the content would have already become obsolete months ago. Fortunately, I focused on the fundamentals and concepts. My lecture is still as fresh and relevant as ever. Watch: ---- 100% original, made by hand ✍️ Join 40k readers of my newsletter:

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