George Hotz | Programming | stable diffusion, in tinygrad?!? can it happen? | Part1

Name: George Hotz | Programming | stable diffusion, in tinygrad?!? can it happen? | Part1
Uploaded: 2022-09-04T15:18:54Z
Channel: george hotz archive
Description: Date of stream 3 Sep 2022. Live-stream chat added as Subtitles/CC - English (Twitch Chat). Stream title: stable diffusion, in tinygrad?!? can it happen?...

george hotz archive · Beginner ·🧠 Large Language Models ·3y ago

Date of stream 3 Sep 2022. Live-stream chat added as Subtitles/CC - English (Twitch Chat). Stream title: stable diffusion, in tinygrad?!? can it happen? Source files: - https://github.com/geohot/tinygrad - https://github.com/CompVis/stable-diffusion Follow for notifications: - https://twitch.tv/georgehotz Support George: - https://twitch.tv/subs/georgehotz Programming playlist: - https://www.youtube.com/playlist?list=PLzFUMGbVxlQs5s-LNAyKgcq5SL28ZLLKC Chapters: 00:00:00 intro 00:01:50 feelings 00:03:20 stable_diffusion.py 00:04:40 difference between George and Andrej 00:05:25 cannot create a…

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Chapters (33)

intro

1:50 feelings

3:20 stable_diffusion.py

4:40 difference between George and Andrej

5:25 cannot create an OBJECT array from memory buffer

7:50 known bug in tinygrad

8:37 what is stable diffusion, Emad Mostaque boss, opensource, AI safety

10:00 safety checker

11:35 what this models are

13:15 CompVis/stable-diffusion, reading the code

17:30 ready to give up, learning, advice, nathan for you, passion

18:34 32GB VRAM it's a mac and it's shared

18:48 UNet attention, where are the inputs and outputs

20:10 what parts of transformer matter, terminology

21:22 about stable diffusion, UNet attention

22:45 dictatorizing, problem with the world, democratizing

24:03 privileged, triggered

25:20 Axel Nix lawsuit comma, assholes in the world

27:12 Cool people in the world, rant about Aurora, Tesla wining self driving

29:25 Elon Musk, billionaires, zoox, Aurora scam, people like scams

30:45 stable diffusion paper, LDM

32:05 learn latest tricks in deep learning

32:21 glasses, astigmatism, health insurance premiums

33:05 why three pieces

35:25 how it works?

40:49 thanks to flavioschneider for real information

41:25 taking a look at Unet

43:40 Autoencoder, basic idea about diffusion, encoder

45:05 first stage model, transformers are sample efficient world models, eloialonso/ir

47:00 google-research/rliable

48:10 facebookresearch/hydra

48:45 how clip model get's to UNet

51:15 hating too much on the paper

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George Hotz | Programming | stable diffusion, in tinygrad?!? can it happen? | Part1

Chapters (33)

Playlist

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