machinelearning

Alternative to Generating images: get AI to generate query for real image (Unsplash)

Unsplash has a ton of free content and a great api - so I used the hugchat api to generate search queries based on some user input text and fetched images from there....

Who else here loves the end-to-end robotics model that seem to go out on a weekly basis? (twitter.com)

Model Design Theory Tips/Tricks/Docs (for a card game agent)

I am currently trying to get a bit more into ML, for me that means playing with it in some context I know already or applying it to something interesting - either way I am aware this whole endeavor is a bit of stretch and having a good grasp on machine learning requires a good mathematical knowledge....

Transformer-Based Large Language Models Are Not General Learners: A Universal Circuit Perspective (openreview.net)

cross-posted from: slrpnk.net/post/5501378...

GPU Recommendation

I am looking to build a PC where I can run some LLMs and also pytorch and maybe some video encoding and I was wondering what is the best price wise GPU with at least 16GB of VRAM that I can buy right now....

Understanding GPU Memory 2: Finding and Removing Reference Cycles (pytorch.org)

I hired a pirate to take orders for my entertainment business - Circus Scientist (www.circusscientist.com)

Ahoy there, matey! Welcome aboard Big Top Entertainment, the finest entertainment company on the seven seas!

Theoretical Foundations of Graph Neural Networks - Seminar (www.youtube.com)

cross-posted from: slrpnk.net/post/3892266...

Full MIT Lectures on Machine Learning in Genomics (www.youtube.com)

cross-posted from: slrpnk.net/post/3863486...

The Paradox of AI Consciousness: Navigating the Boundaries of Machine Learning (www.ultra-unlimited.com)

Training AI to Play Pokemon with Reinforcement Learning (youtu.be)

[R] Unraveling the Mysteries: Why is AdamW Often Superior to Adam+L2 in Practice?

Hello, ML enthusiasts! 🚀🤖 We analyzed rotational equilibria in our latest work, ROTATIONAL EQUILIBRIUM: HOW WEIGHT DECAY BALANCES LEARNING ACROSS NEURAL NETWORKS...

An Analysis of DeepMind's 'Language Modeling Is Compression' Paper (codeconfessions.substack.com)

The Physical Process That Powers a New Type of Generative AI (www.quantamagazine.org)

Pretty cool thinking and promising early results.

Machine-learning system based on light could yield more powerful, efficient large language models (news.mit.edu)

Risky Giant Steps Can Solve Optimization Problems Faster (www.quantamagazine.org)

This is about Benjamin Grimmer’s paper arxiv.org/abs/2307.06324 where he proves under certain conditions that large steps lead to faster convergence.

Recommendations for a context aware text classifier

I’ve got a bot running/in development to detect and flag toxic content on Lemmy but I’d like to improve on it as I’m getting quite a few false positives. I think that part of the reason is that what constitutes toxic content often depends on the parent comment or post....

Agencies for ML jobs in Eastern Australia

Hi everyone, sorry if this is not the right community, just let me know if so....

“AI” Hurts Consumers and Workers -- and Isn’t Intelligent (techpolicy.press)

cross-posted from: lemmy.ml/post/2811405...

New AI systems collide with copyright law (www.bbc.co.uk)

Looking for resources on music generation

I am an ML engineer/researcher but have never looked into music before. Some quick googling gives plenty of websites doing automatic music generation but not sure what methods/ architectures are being used. I’m sure I could find papers with more searching but hoping someone can give me a summary of current SOTA and maybe some...

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