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Transformers (how LLMs work) explained visually | DL5

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Edit: The finalized version of the next chapter is out youtube/eMlx5fFNoYcbrbrEarly feedback on video drafts is always very important to me Channel supporters always get a view of new videos before their release to help inform final revisions Join at 3b1bco/support if you’d like to be part of that early viewing group
Comment from : @3blue1brown

👏👏👏
Comment from : @soogardev

bro gg for that video it's pretty fucking good!
Comment from : @geraldbilloir8412

오늘도 하락인데
Comment from : @AidenLopezksa

Большое спасибо за новую связку и её пошаговый разбор Связка рабочая, рекомендую всем
Comment from : @sahilpatel-f3u

Очень нравится, что есть последовательное, подробное разъяснение, благодаря ему все получается и спасибо за прибыльную связку
Comment from : @wojtekBatkowski-r2g

Ставьте лайк, кто после хомяка)))
Comment from : @karenju-d8z

Очень благодарен за то, что вы подогнали новую связку в нужное время Спасибо!
Comment from : @Picchi_da_cat

brill
Comment from : @MaMusiqueUK

So, in other words, it's magic
Comment from : @Phoenixspin

eeeh I wish you hadn't used harry potter text tbh
Comment from : @Memington

You should be a national treasure! I finally realized that the universe is actually a big LLM model, each of our lives is a generated model, a set of logits and probabilities
Comment from : @jenji8944

14:57: Use of gemsim to get closest words to tower
Comment from : @disouzam_bh

Thank you
Comment from : @JayantaSenapati-g5d

Давно подписана на Вас,всегда самые крутые связки,спасибо!🎉
Comment from : @labandadeloprado

Large language ddta models dont exist without Big Data mining but that You're drunk or highbrThere is no such thingbrConspirracy theorrybrOk
Comment from : @godalmighty5970

I work as an undergraduate ML lab assistant at my university and my professor had asked me to apply transformers to our dataset This video was a great intro to helping me accomplish this!
Comment from : @user-eb5wl5le7r

Никогда не подводите, связка работает
Comment from : @VirtualDj12mesauce

Best video i ever seen about this topic
Comment from : @LuigiMolinaro

Наконец-то нашёл того, кто может объяснить всё простым языком
Comment from : @ДенисНовиков-ь2ю

А теперь представьте, как все это объяснить бабушке
Comment from : @naveenkumarkrishnapriyawedding

I never knew YSAC also made sciency videos! Im here for it though!
Comment from : @nathanbaker3158

why a goat explanation
Comment from : @pppp-ij8tk

3:04 You: “let’s kick things off…”brMe: “holy F I thought that WAS the deep dive”
Comment from : @aariuswins

Все понятно и по теме, долго искал годную связку
Comment from : @castillojudith

ну кстати БНБ очень активный, но обменник дает профит!
Comment from : @SabbuKhan-vf6zp

This is gold
Comment from : @caryetch

Thanks!
Comment from : @quantumfinance01

This has got to be the best video ive seen on youtube
Comment from : @RanenSim-g3v

This is a great video!!! What annimation tool did you use to create the 3D models?
Comment from : @homeenergyacademy

6:11 Santiago mentioned 🗣🗣🗣 📢📢📢📢📢📢📢🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥🔥
Comment from : @rlira8072

Одни из лучших в крипте Лаба ван лав
Comment from : @hmode3m3

I admire your work in AI & ML research I’d love your insights on analyzing research papers effectively How do you break down complex ideas and extract key takeaways efficiently? Any strategies or resources you’d recommend? Appreciate your thoughts!
Comment from : @riteshbhadana

Большое спасибо за новую связку и её пошаговый разбор Связка рабочая, рекомендую всем
Comment from : @saurabhanand2292

This is, hands down, the best explanation of how LLMs work you can find currently on planet Earth!❤
Comment from : @tsve

This is asmr
Comment from : @SuperStorm828

It truly sounds like Grant is smiling through every narration
Comment from : @BlissfulForever888

Brilliant explanation
Comment from : @TheFreezwater

Why i am not getting this in English?
Comment from : @chandrikasaha6301

At 20:19 I'm curious about what the original question was I was so surprised to see restaurants in Santiago, and specifically Ñuñoa!!! Hahahaha that's very specific! 🇨🇱
Comment from : @johan2

excellent tutorrila
Comment from : @pourkin

Amazed with visuals, easier to understand Thanks!
Comment from : @sainikhil354

the animations here are to die for How did you do these? The simple 3d-to-2d mapping animation was great
Comment from : @Daxdax006

I'd rather be taught like this the whole of data science, machine learning and artificial intelligence than a course at some top uni
Comment from : @tula__

Comment from : @BarbaraWhite-f4f

Всё проверено, работает Спасибо
Comment from : @RayMMA20-gx2qe

Одни из лучших в крипте Лаба ван лав
Comment from : @Prayuddh2023

Отличная тема
Comment from : @AlejandroMorón-u3l

There is a division by zero in the temperature explanation
Comment from : @Spearit578

Very informative and engaging knowledge Thank you so much from India!😇
Comment from : @ps0795

It's time we have a new video now that there is an Open-source LLM
Comment from : @newbie4789

Can I ask a REALLY basic question? From this explanation, it seems like AI is just a sophisticated version of a decision making Matrix based on an “IF, IF NOT” basic structure And that the only ‘creativity’ that can arise from AI in today’s time is being able to male this question in a greater number of areas of expertise than a regular human being That is to say, it is a sophisticated, “IF; IF NOT” algorithm that has a very large data base and can process many question almost simultaneously to get to a ‘sophisticated’ answer Does that seem about right @3blue 1brown?
Comment from : @azorbarros3308

Derek from Veritasium sent me here from his latest video Subscribed to watch all, because you sir have a nice way with words to explain complex subjects Cheers from Portugal
Comment from : @JoseEncarnacao

Great video
Comment from : @SSNReactorOperator

Best LLM explanation I've ever seen Props!
Comment from : @xBaphometHx

The sick joke of allowing the worst of humanity create predictive models that are objective and without bias Absurd and guaranteed more suffering
Comment from : @jaym5938

It's very amusing how AI researches title AI operations using anthropomorphic words like "attention", "perceptrons", "meaning" It's almost like they are working with a marketing department
Comment from : @mikede2464

23:22 Shouldn't the x values start from 0 too since when we are expressing the aggregate, we are starting from x0 and going till n-1? Like shouldn't it be x0 to x6 for the 7 values?
Comment from : @kazifahim3045

Thanks!
Comment from : @ChristianSiregar

Sir, you and @statquest are a blessing to us
Comment from : @nishankarki5907

I really need to admit that this is one of the best videos available to explain how a transformer model works and the visual representations are gold standard and meticulously done❤
Comment from : @PremjitMVidyadharan

5:55 How do you convert a model that auto completes stories & essay into a helpful AI assistant?
Comment from : @akshaykamathb2788

mind fking blowing
Comment from : @snay6869

How did you create the graphics for this video? Incredible work!
Comment from : @Magnom365

Кто бы мог подумать, что однажды Хованский будет читать мне лекции о машинном обучении
Comment from : @WhyNotRecords

18:15 Shouldn't this embedding matrix actually be sparse, not dense? I ask that because most of words are unrelated to each other in a set of 50k words
Comment from : @AlexandreLEMERCIER-eb6dd

Train Transformers? I thought they were cars
Comment from : @lame6810

Gracias por compartir ❤
Comment from : @omajul

Отличная связка! Очень интересно и информативно
Comment from : @DESFdsc

May I ask what the outro music is, please? :)
Comment from : @Wyrade

Thank you, it's very nice to have AI explained in such a visual way! :D
Comment from : @Wyrade

This channel's narrator sounds like a calmer non ADHD Fireship channel version of the same voice
Comment from : @Tesseus2006

Outstanding teaching style with both content, presentation style and the dynamic video Thanks!
Comment from : @anilpillai6786

How can Ben Stiller be a Fashion Model? 4:16
Comment from : @kiransilwal

Эта связка просто невероятна – мои результаты торгов пошли вверх благодаря вашим советам
Comment from : @miguelmacias6214

I guess Im too dumb or you explain it way too fast for me to get it all
Comment from : @gustavogus692

Thanks!
Comment from : @jaybhukhanwala

Hrant
Comment from : @IbrahimBalarabe-k4j

Thanks!
Comment from : @0MichelAbdul0

Can anyone confirm if I can access a SafePal wallet with this phrase [obvious stay actor sunset unable assault hamster glory law cruise wire drip]?
Comment from : @AugustTurner-44ec

Brilliant!
Comment from : @Victor-lc3pw

For what purpose? I generally know what comes next "Elephant toenail fungus" -- Hospital, cure, cases, doctors, color, Yes "cure" is more common, so we assume for everyone, but no one is everyone Cute!
Comment from : @ClifCollins-k8d

@1:25, there is a transliteration from English to Chinese, but the grammar is technically incorrect As someone that speaks Chinese, and those also at Mandarin Blueprint YT channel also do, it's important to note machine translation has a ways to go
Comment from : @linguist8623

Та кажется лучше связки я и не видел)) ну 8 проц это ж ваще
Comment from : @InchArtist

ok you explained whats the most probable next words but how do LLMs understand what you are saying?
Comment from : @alrey72

я в восторге, сижу на дикретном и тут решила попробовать как на видео, и получила с водуха 1 тысячу рублей )
Comment from : @blackcat9641

nice
Comment from : @Marquise-xk7ik

Suggest a best reddit community out there, that contribute to the extensive and brilliant analysis of these topics in more of an epistemological manner
Comment from : @nani-l2m