General thread about machine learning and AI.
What is user working on?
AI - Machine learning thread
Bentley King
Other urls found in this thread:
stackabuse.com
twitter.com
Aaron Ramirez
Deep learning model that will generate erotic stories based on several features which can be measured via a form/test in a web app. It is fed on a curated dataset with no attribution to any author for the stories I use in it.
Robert Foster
Nothing. I find AI kinda interesting, but have zero applications for it.
Dominic Perry
if someone is making anything worthwhile they'll probably be quiet about it. Something akin to the dark forest theory. Lots of left brained people in the subject, desperate to find real world use cases.
I made an e-thot image classification model on Any Forums to get some experience. Going to leverage what I learned to make a time series forecasting model next.
Gabriel Nelson
I made a thing that takes a problem specification and outputs a sequence of actions to reach a goal. Trained self-supervised RL. It took a lot of reward shaping to get good results and I kept reading papers for the latest techniques that were "sample efficient" etc because I was using free colab to train. I either had things that trained fast, but could only solve goals 1-10 out of 50 or ones that showed promise but were really slow to run (and thus train).
After randomly changing models around and architectures from 10 different papers I gave up.
It would work fine if I had a bunch of compute, but I wasn't going to spend the money to get 10000 corehours.
Brayden White
nothing, too poo.r to afford an rtx A5000 gpu
Christian Diaz
just buy a 3090 bro
Tyler Foster
>but I wasn't going to spend the money to get 10000 corehours.
These days you need a supercomputer to do AI research. Sad!
Anthony Gutierrez
While you'll never match the speed of supercomputers, there are numerous ways to compensate
>Gradient accumulation to simulate larger batch sizes
>Reversible architectures to create models or use batch sizes that would otherwise exceed VRAM
>16-bit floats
>Reusing processed batches while loading new batches to reduce GPU starvation (forgot the term for this technique)
>Storing data in contiguous memory if you have no SSD
I'm sure there's many more, but reversible architectures alone have gone a long way for me personally.
Nathan Fisher
Coomer tech is best tech.
James Ramirez
How would you approach it? I've thought about something similar using transformers but don't know how to stop it from generating nonsense
Easton Wright
I'm slightly retarded and am still learning the basics of programming.
How difficult (relative to the world of ML) is it to use Tensorflow or Pytorch to make a program that finds the best possible strategy/settings/parameters to win a (simple, numbers-based) game?
Do I need a powerful GPU as well?
Ryder Gutierrez
Is your problem differentiable?
>yes
Then you can use deep learning
>no
Then use evolutionary strategies such as genetic algorithms, particle swarm optimization, etc.
Adam Nelson
Can it generate sprite sheets for 2d games?
Josiah Flores
One thing I'd like to try, if I had any idea about model training, would be to train an AI on the data structure of SMW levels exported using Lunar Magic.
A trainer model over time would be capable of produicng levels that work in the game engine, can be beatable, have appropriate level design that produces hurdles and challenges, etc.
Owen Evans
>a (simple, numbers-based) game?
You can probably do this discretely if it is really a simple game, with old-fashioned AI (constraint programming)
stackabuse.com
You can solve stuff like sudoku with this.
Jaxon Lewis
Dalle 2 is trained and any image (except porn) so it can generate any image (except porn).
John Hill
>except porn
What an useless software godamn
Jaxson Jones
how is he going to turn the page without letting go of the cat?
Oliver Perez
>What an useless software godamn
I fully agree. Dalle 2 for porn when?
Leo Rogers
Is that difficult? And would a good GPU be needed?
Thanks, I'll look into it, but the variables are quite numerous, so ML might be necessary.