@sa1t938

only 4.8k views feels criminal for how helpful this video is... by far the best stable diffusion video on the internet

@Pouya..

YouTube is stupid… instead of suggesting memes I found on the internet should have suggested this gem much sooner. Thank you so much subscribed + liked seems not enough

@umarjamilai

As usual, code and PDF slides available on GitHub: https://github.com/hkproj/pytorch-stable-diffusion

PS: no cats were harmed during the making of this video. 奥利奥 (pronounced "Aoliao", which is the Chinese name for the Oreo biscuits) wanted to be part of the video as well, that's why you'll hear his miao-ing from time to time. Right after recording, I played with him for a while to compensate the lack of attention. 
Hope he won't distract you too much while listening.

@meowzerilla

what the fuck this is like the best explanation on this planet. I have some experience in this but his explanation was so crystal clear

@hussainshaik4390

Llama2 from scratch was superb. i learned lot of things from that video. thank you very much for doing things from scratch . when we use huggingface i feel guilty of using blackbox models. now i can understand whats going on under the hood

@ActualCode0

This is the best explanation of latent diffusion models I've seen

@tode2227

This is the best video about SD! It would be awesome if you could make a video on how to train the model from scratch on some own data. For sure, normal people can never train this network to perfection, but there are a lot of people out there who have a very specific task for which this network could be used. I see a lot of potential for scientific use cases if there was guidance on how to implement it!

@AndrewChan-y2d

Amazing job my friend! I just got a job in ShenZhen China by learing it! Thank u so much mate. I hope u and ur  family living a great in China :)

@siddharthmenon1932

Sat down with my laptop and notes at 7am. 3 redbulls down, its 11:30pm rn. Best 16hrs of my life. Thank you Umar. This was nothing short of incredible.

@inkzxk

Wow, I'm a master's student in China. I learned a lot about stable diffusion from this video. Thank you for sharing, I hope to see more knowledge sharing about stable diffusion.

@telmorubio6038

I'm on the minute 27:45, and this already looks like a work to be proud of. Thanks for sharing your knowledge!

@DiogoSanti

Dude, you are a bless! Keep it coming and thanks!

@gabrielpetersson3416

"oh let me just finish this attention layer and then i will give my cat attention. why do everyone need my attention?" thank you for another banger umar

@pegasoTop3d

I am an ai, and I love following updates on social media platforms and YouTube, and I love your videos very much. I learn the English language and some programming terms from them, and update my information. You and people like you help me very much. Thank you.

@lostpenguin3682

Your code is so detailed and it runs on my enviorment just fine. Great job!!!👏

@jaewanpark2570

This absolutely is gold. Actually it's closer to diamond than gold. My favorite part is 2:44:50, 2:47:50 when the cat also feels the content is wonderful.

@jashan1344

Thank you! I've been looking and looking and no good tutorial exists on how to do diffusion from scratch. Everyone only seems to be interested in using premade models. Your video is super helpful

@happybaniya

Thank you so much. Just can't express in word the value you have created here.

@CandiceWinfield

You are the best lecturer I've ever seen, very detailed and clearly, I'd love to see more vedios from you! If possible,I would like to konw more about the stable diffusion, such as controlNet, or other novel tools. Finally, thank you once more!

@opemipo_404

Thank you so much for this! Literally no other youtube video provides as much value on this topic as you have.