I Made a Neural Network with just Redstone!

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  • čas přidán 25. 06. 2024
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    0:00 Intro
    0:23 Backstory
    2:02 MLP or CNN?
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    5:19 The Plan
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    7:45 Input Layer
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Komentáře • 2K

  • @mattbatwings
    @mattbatwings  Před měsícem +432

    To try everything Brilliant has to offer-free-for a full 30 days, visit brilliant.org/mattbatwings
    You’ll also get 20% off an annual premium subscription.

    • @kraralmosawi7843
      @kraralmosawi7843 Před měsícem +3

      ok man we got to address your genius 💀😭🙏

    • @maxtres764
      @maxtres764 Před měsícem +1

      "Why should we try brilliant if we have you?"-me

    • @YSCU261
      @YSCU261 Před měsícem +4

      i mean, neural networks, brilliant, it's all connected

    • @DieNow
      @DieNow Před měsícem +2

      Did you use a cnn to make the mnist image reduced and input the weights in a feed forward neural network?

    • @gameingroom5829
      @gameingroom5829 Před měsícem +1

      Thanks I love brilliant

  • @CraftyMasterman
    @CraftyMasterman Před měsícem +7863

    if you guys think this is insane, it took this guy like 2 weeks to make this all start to finish this man is a MACHINE

  • @wiki2014
    @wiki2014 Před měsícem +5219

    ChatGPT playing minecraft: ❌️
    Minecraft running ChatGPT: ✅️

    • @alibrahym
      @alibrahym Před měsícem +47

      Yeah bro they'll make a server, represent the internet, someone will then recreate chatgpt with redstone make it learn alot and people would be able to use it, but the problem is redstone is very slow, so they have to speed up the time so much, that it even responses in a "ok" time.

    • @Centorym
      @Centorym Před měsícem +19

      Someone NEEDS to make a chat GPT in minecraft, I Don't care if it uses command blocks, it would be so cool!

    • @tung-hsinliu861
      @tung-hsinliu861 Před měsícem +58

      @@Centorym The GPT language models are so huge that, if we convert the whole model into redstone, the scale of the redstone machine will be so large that it will not even fit within render distance!
      For comparison chatGPT model size is somewhere about 10 million~10 billion times larger than the number-recognitoin model.
      Yeah I think command blocks is the only way to go, but even that the amount of command blocks would be monumental!
      And the labor of copying the entire model by hand...
      I think the conversion process has to be automated to be feasible

    • @Ari_Fudu
      @Ari_Fudu Před měsícem +11

      @@tung-hsinliu861 then we must settle for a very barebones version that has predetermined responses - although that'll be more of a magic 8ball ngl

    • @crispinotechgaming
      @crispinotechgaming Před měsícem +25

      ​@@Ari_Fudubut then it's not a neural network

  • @devultra1125
    @devultra1125 Před 27 dny +93

    Bro, people out there creating neural networks in Minecraft, and I'm struggeling opening a chocalate bar while watchin them

  • @giosee_
    @giosee_ Před 27 dny +203

    the ONLY person on youtube that managed to explain neural networks in seconds, it took me days of research to understand them, be able to make and explain them

    • @libertyjensen6321
      @libertyjensen6321 Před 7 dny +2

      Imma be perfectly honest I still ain't understand

    • @giosee_
      @giosee_ Před 7 dny +1

      @@libertyjensen6321 skill issue 😔

    • @libertyjensen6321
      @libertyjensen6321 Před 7 dny

      @@giosee_ zoinks 😔

    • @Shadowfury22
      @Shadowfury22 Před 6 dny

      @@libertyjensen6321 If a particular pixel on the input is lighted up, chances are you can make a list of numbers that could have that pixel included in their final drawing, as well as a list of numbers that are very unlikely to have that one included in theirs. If you combine all of these lists from each pixel on the input, then you can get on the output how likely it is that each of the numbers was the one actually drawn.
      Everything else (hidden layers, weights, biases, etc) is just an algorithmic way to process and combine the "lists" of information made in an ingenious manner that allows you to automatically pre-generate the lists (a.k.a. get the values for weights and biases) by "training" the network beforehand (which in reality is as simple as than taking every possible final drawing to begin with, looking at the pixels that are lighted up in each of them and storing that information).

    • @gpt-jcommentbot4759
      @gpt-jcommentbot4759 Před 6 dny

      @@libertyjensen6321 its multiplying a bunch of numbers (the input pixels) with a bunch of set values (the weights), then adding a bias (should the neuron be biased towards negative or positive activation) then adding a nonlinearity (any function which cannot be plotted as a single line)

  • @Ierzi
    @Ierzi Před měsícem +2378

    This was 100% a brilliant partnership

  • @NoahWolfe
    @NoahWolfe Před měsícem +320

    You solved a number of difficult problems elegantly, but your amazing ability to communicate those ideas both visually and with narrative ease really stands out. Fantastic piece of content my dude.

  • @chaosinsurgency884
    @chaosinsurgency884 Před 26 dny +22

    Your transcript for college, internships, and future jobs in computer science is gonna be so stacked

  • @pegasaurisrex9707
    @pegasaurisrex9707 Před 26 dny +34

    I just did a machine learning course last semester, and your 2 minute explanation for an MLP network was way easier to understand than our textbooks chapter that covered it. This entire build is insane, amazing work!

  • @TCCPeanutButter
    @TCCPeanutButter Před měsícem +878

    I’m struggling on a 2x2 this dudes making a Neural Network.

    • @MrFiveHimself
      @MrFiveHimself Před měsícem +35

      dont worry dude! it just takes time! You should watch his logical redstone reloaded series. (both new and old). they’re really helpful in understanding how computational redstone works. After that, just try to make an ALU. Its an amazing starting goal and once you’ve made your own, you can confidently say you’re proficient. I wish you luck on your journey

    • @takyc7883
      @takyc7883 Před měsícem +86

      its 4

    • @Asheetanshu
      @Asheetanshu Před měsícem +8

      ​@@takyc7883he is talking about door

    • @MrFiveHimself
      @MrFiveHimself Před měsícem +42

      @@takyc7883 god damnit i laughed way too hard at that

    • @nynvib276
      @nynvib276 Před měsícem +2

      ​@@MrFiveHimself That's assuming the commenter is not on bedrock.

  • @puppypalice
    @puppypalice Před měsícem +1345

    We’re getting to the point where pretty soon someone is gonna recreate the nes in minecraft, or make doom in minecraft, im betting that within 10 years someone will get either doom or super Mario bros or the legend of Zelda running just off redstone

    • @thisflyingpotato4227
      @thisflyingpotato4227 Před měsícem +234

      Idk about other games but doom already exist, someone ran it on his redstone computer (I believe it was called IRIS) I'll get back and edit this comment with the code of the video
      (edit) _SvLXy74Jr4 Also I have no idea if this has been done before

    • @frkieran
      @frkieran Před měsícem +17

      such an original comment

    • @proceduralism376
      @proceduralism376 Před měsícem +41

      Modpunchtree already ran doom on his cpu iris you can look up the video

    • @feeries8208
      @feeries8208 Před měsícem +26

      @@proceduralism376 yeah and its only 28~32s for each frame

    • @adryanlucas096
      @adryanlucas096 Před měsícem +5

      A NES Emulator in minecraft would be CRAZY

  • @viaJustin1910
    @viaJustin1910 Před 29 dny +21

    This is such a good demonstration that every hard problem is just a ton of smaller easier problems.

    • @glowerworm
      @glowerworm Před 5 dny

      This is also a good demonstration that there is always someone out there smarter than you could ever be lol

  • @guyleroy8022
    @guyleroy8022 Před 27 dny +6

    Amazing project, congrats. Note: instead of multiplying the weights by 100, you can perform post-training int8 quantization to maintain most of the original accuracy.

  • @mmdts
    @mmdts Před měsícem +353

    In 16-bit logic, you can replace division by 15 by a multiplication by -30583 (32 bit result), three shifts, and two addition operations. You can easily figure this out by compiling a function that returns its 16-bit argument divided by 15 on clang with -O2, and what's efficient to do on silicon fabric (integers over floats, and multiplication over division) is almost always efficient in minecraft too.
    As for softmax, in 2021, researchers at nvidia created a hardware-efficient softmax replacement called "softermax" that is realistically implementable in minecraft.
    I'm not a minecraft expert, but I love seeing hardware implementations of functions, and minecraft is no exception.

    • @law1337
      @law1337 Před 17 dny +17

      Just because a function is hardware-efficient doesn't necessarily mean it can be easily or efficiently implemented in Minecraft, but it's an interesting point.

    • @LtDan-fy7lc
      @LtDan-fy7lc Před 14 dny +3

      @@law1337 "what's efficient to do on silicon ... is almost always efficient in Minecraft too."
      Java: *raises eyebrow*

  • @lolmom5004
    @lolmom5004 Před měsícem +1252

    my brother in christ, IT TOOK ME TWO MONTHS TO MAKE A NETWORK FROM SCRATCH THAT SOVLED THE MNIST DATASET IN PYTHON AND YOU DID IT IN REDSTONE IN 2 WEEKS, i applaude you, you redstone genius

    • @WoolyCow
      @WoolyCow Před měsícem +62

      lol there is a video i love of some bloke just writing it in like half an hour :> watching it is great way to lose confidence in your abilities

    • @GustvandeWal
      @GustvandeWal Před měsícem +3

      ​@@WoolyCow Link?

    • @WoolyCow
      @WoolyCow Před měsícem +37

      @@GustvandeWal yt doesn't play nice with links, but its called "Building a neural network FROM SCRATCH (no Tensorflow/Pytorch, just numpy & math)"

    • @GustvandeWal
      @GustvandeWal Před měsícem +4

      @@WoolyCow Thx!
      (Most copy the part after /watch?v= 🙂)

    • @WoolyCow
      @WoolyCow Před měsícem

      @@GustvandeWal oh lol i shouldve thought of that! thanks for the tip :D

  • @OszkarFulop
    @OszkarFulop Před měsícem +17

    mattbatwings in 1 year: I Made a Technological Singularity with just Redstone!

  • @andysslayer
    @andysslayer Před měsícem +21

    We got AI in Minecraft before GTA 6

  • @matercan5649
    @matercan5649 Před měsícem +510

    The internet is such a cool place, imagine having a degree and choosing it to build real video games and software into minecraft and share it for a job, instead of actually building the video games and software, and making a living from that. The internet is so cool.

    • @Louis13XIII
      @Louis13XIII Před měsícem

      Gaming companies are so scummy and exploitative that honestly that's ain't really a bad deal after all

    • @VortexFlickens
      @VortexFlickens Před měsícem +3

      A forum for all ppl from stupid kids to Elon Musk

    • @watema3381
      @watema3381 Před 28 dny

      @@VortexFlickens Not much of a flattering comparison for stupid kids don't ya think?

    • @Esiv0_
      @Esiv0_ Před 27 dny +14

      @@VortexFlickens you said stupid kids twice

    • @Meyer-gp7nq
      @Meyer-gp7nq Před 26 dny

      Wow look at the stupid kids hating on Elon cause he’s successful. Someone made a joke, cope

  • @flameofthephoenix8395
    @flameofthephoenix8395 Před měsícem +410

    14:19 Exponentiation is pretty simple, just convert the exponent to a binary number, then for each bit that is turned on you add the corresponding exponent, and to get the list of corresponding exponents you just start with the number you're raising to the power of the exponent and multiply by two each step. Here's an example, if you have 5^7 then it will convert 7 to binary which is 111 then it will multiply 5, 25, and 625 to get 78,125 which is the correct answer.

    • @skaleee1207
      @skaleee1207 Před měsícem +86

      Also known as Square-And-Multiply algorithm

    • @flameofthephoenix8395
      @flameofthephoenix8395 Před měsícem +65

      @@skaleee1207 Nice! I didn't know its official name. Originally, I thought I was the first person to come up with it, I remember being quite proud of it, later on I learned that it already existed, but I didn't know the name until now! That name is a lot simpler than my explanation and will allow people to find more information on it too, thanks!

    • @sebastiangrau8409
      @sebastiangrau8409 Před měsícem +26

      This is an exponential with eulers number. Any output would be irrational and very messy. I understand why he would avoid this.

    • @antarctic214
      @antarctic214 Před měsícem +9

      You could do it with base 2 (or 4), its just changing the "temperature". In that case exponentiation is trivial (bitshift). But you still have to do division.

    • @Rudxain
      @Rudxain Před měsícem

      That's like shift-and-add but for exp instead of mul

  • @SebastianWellsTL
    @SebastianWellsTL Před dnem +2

    It's so weird and amazing to see technology advance in a game.

  • @coltith7356
    @coltith7356 Před 7 dny +1

    That's super cool ! I like that you explained the difficulties you had and how you overcame them, makes everything less mystical and really helps understand why you do what you do

  • @Knarfy
    @Knarfy Před měsícem +230

    I will likely never fully understand these videos, but man are they impressive 👏
    Incredible work! My brain is fried

    • @Centorym
      @Centorym Před měsícem +5

      ive never seen people not reply to a famous youtuber lol

    • @Flupus
      @Flupus Před 24 dny

      Hi knarfy

    • @Flupus
      @Flupus Před 24 dny +1

      Are you gonna be doing "Breaking a neural network with your dumb ideas"?

    • @ThatGuyNyan
      @ThatGuyNyan Před 19 dny

      Fried brain 🤤

    • @Centorym
      @Centorym Před 18 dny

      @@ThatGuyNyan run knarfy RUN before this guy makes a 3 course meal from you

  • @IGaming73
    @IGaming73 Před měsícem +923

    We got real AI in Minecraft before GTA 6

    • @krinodagamer6313
      @krinodagamer6313 Před 24 dny +13

      Diabolical

    • @goldfishglory
      @goldfishglory Před 23 dny +16

      😭😭WE ONLY HAVE A COUPLE YEARS TO MAKE THESE JOKES; EVERYTHING WILL STOP BEING IMPRESSIVE SINCE ITS AFTER GTA 6

    • @_sandy_
      @_sandy_ Před 23 dny +3

      i came here looking for this comment LMFAO

    • @NolanHOfficial
      @NolanHOfficial Před 21 dnem +16

      ​@@goldfishglorywe got gta 6 before gta 7 - some guy in 2093

    • @goldfishglory
      @goldfishglory Před 21 dnem

      @@NolanHOfficial true

  • @natthekiwi7074
    @natthekiwi7074 Před měsícem +2

    I was trying to come up with a project to add to my resume and you just simplified me to focus on ML. Thank you! :)

  • @lauchaufraedern
    @lauchaufraedern Před 26 dny +2

    This is absolutely insane, keep up the good work!

  • @capsey_
    @capsey_ Před měsícem +147

    offtopic but recently started second semester on my computer science in college and was like "omg it's mattbatwings thing" the whole lecture because i already learned most of the stuff they were talking about from you 💀

  • @bens8419
    @bens8419 Před měsícem +196

    It’s always a good day when a mattbatwings Video is on my recommended

    • @CubeXC
      @CubeXC Před měsícem +3

      Brp you could not get recommended this before premiere

    • @user-yp6gm2wi9d
      @user-yp6gm2wi9d Před měsícem +2

      Same

    • @pauliesnug
      @pauliesnug Před měsícem +2

      @@CubeXC you can. before a premire starts, it can be recommended

  • @Kirbogun
    @Kirbogun Před 24 dny +9

    1 step closer to google in minecraft

    • @Fineas_Bondar
      @Fineas_Bondar Před 11 dny

      There is a mod that uses block's as a screen and it connects to Google's url so thechnicly you can wach CZcams in Minecraft

  • @arthurmorais7930
    @arthurmorais7930 Před měsícem

    dude! seriously, from the bottom of my heart, you deserve sooooo much more recognition! thank you for this fantastic content

  • @kevinjerome5954
    @kevinjerome5954 Před měsícem +56

    At this rate in 5 years I'm going to see a video on my homepage from mattbatswings where he ports the entire Linux kernel into Minecraft

    • @kaz49
      @kaz49 Před 18 dny +2

      Well, they do say that Linux runs on just about anything

  • @TheKikou18
    @TheKikou18 Před měsícem +195

    Actually you only need to be continuous for training, for deployment you can drastically decrease the precision
    Without losing accuracy, if you do it right
    There's a paper where they reduce it all the way to one bit per neuron, which is a perfect fit for minecraft
    (And I'm pretty sure also to 4 bits, which would fit signal strength applications)

    • @user-yi8uz2ph1y
      @user-yi8uz2ph1y Před měsícem +32

      quantization baby

    • @MilkGlue-xg5vj
      @MilkGlue-xg5vj Před měsícem

      ​​@@user-yi8uz2ph1y Imagine getting a binary quantization good at mnist lol

    • @whatisrokosbasilisk80
      @whatisrokosbasilisk80 Před měsícem +13

      Even for training, you can use quantization-aware or non-differentiable methods and meet parity on inference during training.

    • @MilkGlue-xg5vj
      @MilkGlue-xg5vj Před měsícem

      @@whatisrokosbasilisk80 That's what I'm talking about

    • @MrSonny6155
      @MrSonny6155 Před měsícem +1

      I'm guessing this is the BNN paper by Courbariaux et al. from 2016? I'm skimming through the claims and it's insane what quantization can theoretically do.

  • @stackootb9822
    @stackootb9822 Před 23 dny

    This taught me about implementing neural networks better than a lot of learning resources I've watched. Good work

  • @ckjdinnj
    @ckjdinnj Před 15 dny

    Great work! You helped me gain a better understanding of the weights. I don’t know why i was having a hard time grasping how the weights worked. Thank you

  • @NEOMatrix-bd7uo
    @NEOMatrix-bd7uo Před měsícem +27

    I never thought a Minecraft video will teach me neural network better than my teacher, thanks for the upload

  • @novantha1
    @novantha1 Před měsícem +29

    The first thing that comes to mind is a recent cutting edge implementation of QAT (quantization aware training) called Bitnet 1.58; it operates on different principles than a standard MLP. It replaces the Matrix multiplication with binary operators (addition, subtraction, or no-ops), so it's fast in inference deployment and cheap in that you can sort of fit a single "unit" of weights into 1.58 bits (though it's easier to just do it as a 2bit implementation with one state unused). It'd probably be way faster in a Minecraft context as one of the biggest disadvantages in IRL deployment, that you need custom hardware to take full advantage of the speed improvements, isn't really a disadvantage in a bespoke system.
    Anyway, the biggest difference is in the training process; it's trained at Int8 or FP8 (if memory serves, it's been a little while), and is then downscaled to the 1.58bit representation, but the information lost in that conversion to ternary values is preserved in a weight reconstruction matrix, basically. The end goal is that the network is made aware that it will be converted to a ternary representation. Hence, "quantization *aware* training", so you might be able to preserve more of the accuracy of the floating point model than you thought.
    Strictly speaking, the full bitnet implementation is a Transformer network, but it should still apply to raw MLPs given that they started with the FFN (essentially an MLP placed inside a more complex network with self attention and a language head).

  • @ahmad777-noob3
    @ahmad777-noob3 Před 14 dny

    The way you explained all of those deep learning terms in simple words is just marvelous!

  • @adamburningham
    @adamburningham Před 7 dny

    Just another comment saying I'm thoroughly impressed, both in your execution and your explanation of neural networks. Thank you!

  • @nik7069
    @nik7069 Před měsícem +13

    Brother.
    I spent a while learning how to make neural networks as a school project, and just doing this from scratch, in redstone is absloutely astonishing. Legend, Mattbat.

  • @OrangeBoyAdventures
    @OrangeBoyAdventures Před 10 dny

    This is amazing bro. Great job!

  • @HeavenComet
    @HeavenComet Před měsícem

    yooooo this is such a big inspiration since for a year or two now ive been working on and off on an AI that speedruns minecraft and i kinda stopped working on it for awhile but i think i might go back to it bc of this! this video brought it all back

  • @pikagamer9676
    @pikagamer9676 Před měsícem +26

    Nice i also thought at first that your going to train the model in Minecraft but it seems that if its going to happen its going to be a whole other story

    • @dumblr
      @dumblr Před měsícem +2

      wait 2 more weeks lol

  • @LazyGuy-ne3ox
    @LazyGuy-ne3ox Před měsícem +29

    That's incredible! Combining neural networks with Minecraft is pure genius. Keep up the amazing work!

  • @JohnathonShell
    @JohnathonShell Před 24 dny

    This was so cool man. Great job!

  • @THEORANGER-hv7sg
    @THEORANGER-hv7sg Před 3 dny

    Very comprehensive explanation on neural networks. Appreciate it man

  • @LightslicerGP
    @LightslicerGP Před měsícem +18

    Amazing
    I hope you mention the first guy who did a neural network thing in minecraft, recognising numbers
    Edit: he did

    • @ThiaGamesBR
      @ThiaGamesBR Před měsícem +1

      Feels good to comment before watching the video...

    • @two697
      @two697 Před měsícem +3

      Why would you comment this before watching the video. He mentioned the other guy very early on in the video

    • @doctoroppa7991
      @doctoroppa7991 Před 23 dny

      Twitter rot

  • @infinitearcstudios
    @infinitearcstudios Před měsícem +23

    This is great work! I never thought we would have machine learning with just Redstone.

    • @bintangramadan3217
      @bintangramadan3217 Před měsícem

      There's a guys who made this 1 year ago lol in minecraft

    • @The.Sponge
      @The.Sponge Před měsícem +2

      @@bintangramadan3217 Yeah but Mattbatwings is aware of that so maybe there will be something new?

    • @CubeXC
      @CubeXC Před měsícem +1

      You could npt have seen it yet, stop saying stuff just to get like. It was before premiere

    • @mineq4967
      @mineq4967 Před měsícem +16

      its not machine learning, he just pasted the weights and biases into the neural network, not making it learn itself like a machine learning algorithm would

    • @Louis13XIII
      @Louis13XIII Před měsícem

      @@mineq4967 yeah that's a bit deceptive tbh

  • @liamloveslunch
    @liamloveslunch Před 19 dny

    Really great video. Also you demonstrate how easy making a neural network can be. You just explained everything very well. Will inspire people. Inspired me.

  • @Proman4713
    @Proman4713 Před 27 dny +3

    I just started the first few seconds of the video... the Minecraft soundtrack remix is awesome! Gives you a liiitle bit of the nostalgia of the original soundtrack but it feels so cool

  • @bright_minary6537
    @bright_minary6537 Před měsícem +2

    You just reinvented the integer quantization! Nice job🎉

  • @rubensf7780
    @rubensf7780 Před měsícem +30

    Now please make a calculator where you can draw the numbers yourself (using a neural network and calculator) that would be awesome

  • @jhoylangoncalves3127
    @jhoylangoncalves3127 Před 19 dny

    Man, that looks so fun.
    Congratulations.

  • @DiamondzFinder_
    @DiamondzFinder_ Před 28 dny

    I'm always happy to see what wizardry you come up with. Keep being awesome man!

  • @NieMamNicku
    @NieMamNicku Před měsícem +6

    respect for the sponsor's dish at the end of the episode

  • @TimeWisely
    @TimeWisely Před měsícem +3

    Wow, that's actually crazy, good on you!

  • @noahflood
    @noahflood Před 20 dny

    Dude this is so amazing. To have the skill to make a machine like this, understand the math and computations behind it, minecraft knowledge, and the video production after it all? That's amazing

  • @Darockam
    @Darockam Před 9 dny

    Congratulations, that's so cool! I used to do a lot of redstone back then, so I love seeing people pushing the limits further and further with it :)

  • @fearofthechippan
    @fearofthechippan Před měsícem +13

    This is honestly incredible. I wish this was around when I was studying these concepts, would have helped me understand back propagation and softmax so much quicker

  • @Pohakoo
    @Pohakoo Před měsícem +3

    WHAT THIS IS THE VIDEO I’VE BEEN WAITING FOR OMGGGG

  • @riczardo8588
    @riczardo8588 Před 28 dny +1

    I'm IT student too and it's soo amazing to watch!

  • @befikerbiresaw9788
    @befikerbiresaw9788 Před 23 dny +1

    Dude your project just made me fully understand MLPs and neural networks thank you.

  • @youMatterItDoesGetBetter
    @youMatterItDoesGetBetter Před 19 dny +3

    Congrats, you passed your PhD thesis.

  • @ALPRNX422
    @ALPRNX422 Před měsícem +12

    at this point bro is gonna make hooman brain in redstone dang good job

    • @ziphy_6471
      @ziphy_6471 Před měsícem +1

      Cringe

    • @ALPRNX422
      @ALPRNX422 Před měsícem +1

      @@ziphy_6471 omg its linus no way 🔥🔥🔥

    • @ziphy_6471
      @ziphy_6471 Před měsícem +2

      @@ALPRNX422 I have several children in my basement

    • @ALPRNX422
      @ALPRNX422 Před měsícem +1

      @@ziphy_6471 cool

    • @ziphy_6471
      @ziphy_6471 Před měsícem

      @@ALPRNX422 Will you be my next OwO UwU * turns up bulge *

  • @mustiz1898
    @mustiz1898 Před 6 dny

    This man is SEVERELY underrated. He made this whole thing in 11 days.

  • @holthuizenoemoet591
    @holthuizenoemoet591 Před 24 dny +1

    So a really cool detail is how you handle the floating point limitation, this is actually really close to some quantitation solutions, look at the paper : "The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits" if you have the time, you might find further optimizations there

  • @etienneweidenfeld6468
    @etienneweidenfeld6468 Před 24 dny +4

    Bro is bout to build a quantum computer in Minecraft… 💀

  • @dreamer964
    @dreamer964 Před měsícem +31

    NO DONT TAKE OUR REDSTONE ENGINEERS JOBS

  • @ItsMerle.
    @ItsMerle. Před měsícem

    You’ve outdone yourself again, great Job! 🙌🏻

  • @ttking
    @ttking Před 22 dny +1

    I think you create videos that are worth subscribing for. Good job!

  • @error.418
    @error.418 Před měsícem +8

    Can't say enough about how great it is that you showed prior work from others in the community before digging in to your version. That's what we want to see in the community ❤

  • @humanperson8418
    @humanperson8418 Před měsícem +94

    Ok, now make an AI assisted shape drawing tool for your paint program.
    e.g. draw a bad square, it draws a good square with the same width and height.
    draw an ugly number, it fixes it by converting it to the closest possible number with correct dimensions.

    • @SuitedGhost
      @SuitedGhost Před měsícem +31

      that sounds like pure hell
      I love it

    • @alluseri
      @alluseri Před měsícem +4

      nah

    • @NoVIcE_Source
      @NoVIcE_Source Před 26 dny +2

      @@alluseri i like how google translate assertively translates this to "Now"

  • @Gunbudder
    @Gunbudder Před 10 dny

    this is amazing showcase of what a NN is and how it works. i worked with NN's for years and i still struggle sometimes lol

  • @kindstranger3871
    @kindstranger3871 Před 5 dny

    I remember having my mind blown when I saw the first working computer in minecraft... the redstone was so enormous for the time. To see neural networks in minecraft a little over 10 years later is truly staggering. I'm no one of any real note but I just want you to know that you have impressed me and I am not easily impressed.

  • @KiwiRedstone
    @KiwiRedstone Před měsícem +7

    Wait what!???? Please tell me that this is just uploading the model into redstone and not all complex things like backpropagation to train the NN inside Minecraft...

    • @FriedMonkey362
      @FriedMonkey362 Před měsícem +4

      For simple nural networks you dont really need backpropagation, you can just randomize the values until it gets better, itll take longer to train and wont be as efficient but its way easier to do

    • @bintangramadan3217
      @bintangramadan3217 Před měsícem +1

      Bro there's a guy from Chinese who made neural Network in mine5 1 year ago lol

    • @Abcdef0101_
      @Abcdef0101_ Před měsícem

      ​@@bintangramadan3217Send the vid pls

    • @boblol1465
      @boblol1465 Před měsícem +3

      yes it is uploading the model into redstone dw

    • @KiwiRedstone
      @KiwiRedstone Před měsícem

      At least...

  • @InsertName404
    @InsertName404 Před měsícem +4

    How did u get around the network being bad at actual digit recognition, due to the MNIST data set all being perfectly centered?

    • @ferguspick6845
      @ferguspick6845 Před 24 dny +1

      A simple MLP can learn a pretty good representation already for this dataset, but one easy approach would be to transform the input images (e.g. skew, rotate) and add these as additional training samples, this makes the learned representations even more robust :)

    • @InsertName404
      @InsertName404 Před 24 dny

      @@ferguspick6845 tysm

  • @diegomarni1754
    @diegomarni1754 Před 25 dny

    This is such an amazing work I even applauded when the video ended. While watching the showcase I noticed that the 8 was always on the same confidence range, could this be a bug? Anyway this is incredible, Congratulations!!

  • @Pafiya256
    @Pafiya256 Před 26 dny +3

    We are getting AI in minecraft before GTA VI comes out 💀💀

  • @NimproductionsYT143
    @NimproductionsYT143 Před měsícem +7

    I’m a time traveler and mattbatt has recently made a human brain in Minecraft

    • @Meyer-gp7nq
      @Meyer-gp7nq Před 26 dny

      He also made a Time Machine in Minecraft which is how you’re here I assume

    • @NimproductionsYT143
      @NimproductionsYT143 Před 26 dny

      @@Meyer-gp7nq Naturally

  • @lev7509
    @lev7509 Před 2 dny

    The UI taking up more space than the actual "meat" of a program/machine is so very typical of development!
    That said, this is wonderful. It really feels good when a redstone circuit works, works well, and even looks structured! Bravo

  • @CreateGuy4
    @CreateGuy4 Před 19 dny +1

    The first time I understood such a viedo! thanks! and please keep going!

  • @nesicvojin
    @nesicvojin Před měsícem +37

    So... For all of you without experience with neural networks, this isn't a whole thing (not even close). He is placing weights which he already got from training in Python. Even though this is impressive, it's way less impressive than some of his other builds. Training a neural network would be impossible in Minecraft because of all the math it requires which isn't possible (or extremely hard and slow) in Minecraft... I hope I cleared things out :)

    • @Dimitri_gdr
      @Dimitri_gdr Před měsícem +1

      You're right, but had to do that and the result is still pretty cool

    • @andreabassi4521
      @andreabassi4521 Před měsícem +2

      It's not impossible, maybe with a lighter neural network the training process will be possible.

    • @teabow.
      @teabow. Před měsícem +1

      it's a neural network

    • @TheKastellan
      @TheKastellan Před měsícem +3

      I mean it pretty obviously isn't the whole thing, and regardless it is still impressive. Logical redstone is pretty much "just" how you chain different circuits together so saying that it is any less impressive doesn't really make sense. Also even if it is just hard coding the weights, it is STILL a valid neural network model. Weird comment.

    • @flameofthephoenix8395
      @flameofthephoenix8395 Před měsícem +1

      I'm not extremely familiar with Minecraft, but I suspect that second half of what you said, "extremely hard or slow" is more accurate, though there would of course be memory limitations of the computer itself being unable to store all of the redstone. However, assuming the world file isn't too large Minecraft should be Turing complete.

  • @YuraSuper2048
    @YuraSuper2048 Před měsícem +3

    bro casually invented quantization by himself 💀

  • @huynhat1799
    @huynhat1799 Před 17 dny +1

    Although I didn't actually understand what you were doing, it's always fascinating how those people like you has pushed the minecraft redstone community so far. Keep up with your work!

  • @JohnSchley
    @JohnSchley Před 25 dny

    massive kudos dude, seriously impressive!!!

  • @sabersakin3685
    @sabersakin3685 Před 18 dny

    As a minecraft player and having experience in ML for over one year, i''m literally blown away!!! This is truly amazing.

  • @miltontinoco9851
    @miltontinoco9851 Před 3 dny

    Your work is incredible! I have a lot of trouble working with PyTorch to create a neural network, and the fact that you were able to do it in Minecraft is mind-blowing.

  • @doce3609
    @doce3609 Před měsícem

    You are crazy. Amazing work. And also getting a sponsor.
    Nice work man

  • @Martipops
    @Martipops Před 28 dny

    Okay the bit shift caught me off guard. Absolutely amazing work

  • @braveecologic2030
    @braveecologic2030 Před 20 dny

    Yep definitely cool. You just said about integers being needed for minecraft and I'm thinking so you just multiply it up... sounds obvious but its only because you were already talking about it. So good.

  • @DeveloperJake
    @DeveloperJake Před 15 dny

    That’s a marvelous creation to be able to feature on your portfolios.

  • @wonjontheaxolotl
    @wonjontheaxolotl Před 26 dny +1

    this is absolutely crazy, as someone who took machine learning in uni i never thought that this was possible in minecraft, mind blown!

  • @GoldDeniel
    @GoldDeniel Před 23 dny

    I finally understand how these neural networks work. Thank you!

  • @ParkerJaster
    @ParkerJaster Před 25 dny

    This video was awesome!! It taught me the basics of machine learning but related it all to Minecraft. The perfect combo!

  • @claironaut
    @claironaut Před 24 dny

    This is so cool. Congratulations!

  • @imabioligist1882
    @imabioligist1882 Před 17 dny +1

    bro what you are a genuine genius. I do not mean this non-literally, you are a genius

  • @shivajoshi9068
    @shivajoshi9068 Před měsícem

    this was amazing! im really curious how would you have applied sigmois or leaky relu in this!

  •  Před 23 dny

    Awesome job and great explanation

  • @lemonade4076
    @lemonade4076 Před 24 dny

    I’m currently in my second year of computer engineering who’s spent the past 12 months learning about AI, transformers and LLMs. This has to be the coolest implementation and application of the things I am learning I have ever seen. Combines my favourite childhood game with my career aspirations.

  • @JuniorJunison
    @JuniorJunison Před 5 dny

    I love that you can recreate digital logoc in minecraft. I remember making adders and logic gates after learning about them in my digital logic circuit design class.

  • @paulpickett4522
    @paulpickett4522 Před 23 dny

    That's stunning. Well done, sir =)

  • @TheHypogriphQc
    @TheHypogriphQc Před 16 dny

    Just wow! You got some skills there.