Deep Learning

AI Generative AI

Parti – Scaling Autoregressive Models for Content-Rich Text-to-Image Generation

Parti is a new autoregressive text-to-image model that shows just how much scale can achieve. This model’s outputs are crips, accurate, realistic, and can combine arbitrary styles, concepts, and fulfil even challenging requests. Yannic explains the research paper. Time stamps: 0:00 – Introduction 2:40 – Example Outputs 6:00 – Model Architecture 17:15 – Datasets (incl. […]

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AI Natural Language Processing Neural Networks

Illustrated Guide to Transformers Neural Network: A step by step explanation

Transformers are the rage nowadays, but how do they work? This video demystifies the novel neural network architecture with step by step explanation and illustrations on how transformers work. CORRECTIONS: The sine and cosine functions are actually applied to the embedding dimensions and time steps!

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AI

Is This the Worst AI Ever?

GPT-4chan was trained on over 3 years of posts from 4chan’s “politically incorrect” (/pol/) board. (and no, this is not GPT-4) You can imagine what it learned. Maybe we need to be better people so that we can make sure our AI overlords will have better behavior to model.

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AI Generative AI

The Weird and Wonderful World of AI Art (w/ Author Jack Morris)

Since the release of CLIP, the world of AI art has seen an unprecedented level of acceleration in what’s possible to do. Whereas image generation had previously been mostly in the domain of scientists, now a community of professional artists, researchers, and amateurs are sending around colab notebooks and sharing their creations via social media. […]

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