Large Language Models from scratch

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How do language models like chatGPT and Palm work? A short cartoon that explains transformers and the tech behind LLMs.

0:05 - autocomplete
0:44 - search query completion
1:03 - language modeling with probabilities
1:59 - time series and graphs
2:34 - text generation
3:43 - conditional probabilities
3:52 - trigrams
4:49 - universal function approximation
5:19 - neural networks
6:33 - gradient descent
7:03 - back propagation
7:24 - network capacity

Graphics in 5 Minutes

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This is seriously *really* good, I've not seen someone introduce high level concepts by-example so clearly (and nonchalantly!)

triton

This is so good. I can't believe it has so few views.

somethingness

This is an excellent articulation. We need part 3, 4, and 5

ivocamilleri

Finally! Someone who knows how explain complexity with simplicity.

solotron

if there is an Oscar for best tutorial on the internet, this video deserves it !

TheAkiller

These visuals were SO HELPFUL in introducing and understanding some foundational ML concepts.

SethWieder

Being able to visualize this so simply is legendary. You're doing amazing work. Subbed

JessieJussMessy

That might be the best, most concise and impactful neural network introduction I have seen to date

GregMatoga

this is excellently done, I'm very grateful for you putting this together.

saqhorov

You have made it so easy to see and understand - it puts into place all the complicated explanations that exist out there on the net.

marktahu

Wow. This is so well presented. And a different take that gets to the real intuition.

wryltxw

This was awesome. I don't think I could adequately explain how this all works yet, but it fills in so many gaps. Thank you for this video!

AncientSlugThrower

Great video. "energy function" instead of error function, but a great explanation of gradient descent and backprop in a super short time. Excellent job!

noahnazareth

I really liked your explanation of how "training a network" is performed. Made it a lot easier to understand

ericsun

possibly the best explanation of LLM i've ever seen. accurate, pointed and concise

liamcawley

Stunning video of absolutely high and underrated quality !!!!
Thanks so much, for this !

laStarchuck

This is insanely good. I've understood things in 8 minutes that I could not understand after entire classes

AVV-A

you sir, deserve my subscription. This was so good.

funnycompilations

Very clear and concise explanation! Excellent work!

gigabytechanz

I've been watching a lot of videos on LLMs and the underlying mathematics. This explanation is PHENOMENAL. Not dumbed down, not too long, and uses concepts of existing maths and graphing that cement the concept perfectly.

stratfanstl

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