microgpt
This is a brief guide to my new art project microgpt, a single file of 200 lines of pure Python with no dependencies that trains and inferences a GPT. This file contains the full algorithmic content of what is needed: dataset of documents, tokenizer, autograd engine, a GPT-2-like neural network architecture, the Adam optimizer, training loop, and inference loop. Everything else is just efficiency.
The internet wants to be fragmentedThrowing the whole world into a single room together doesn't work. Five years ago I was sitting around drinking a beer with my college buddy Dayv. I was scrolling through Twitter and watching people get mad at Donald Trump’s latest outrage, and I said “You know…fifteen years ago, the internet was an escape from the real world. Now the real world is an escape from
The Rise (and Lessons Learned) of ML Models to Personalize Content on Home (Part I) | Spotify Engineering
The Rise (and Lessons Learned) of ML Models to Personalize Content on Home (Part I) At Spotify, our goal is to connect listeners with creators, and one way we do that is by recommending quality music and podcasts on the Home page. In this two-part blog series, we will talk about the ML models we build and use to recommend diverse and fulfilling content to our listeners, and the lessons we’ve learn
It's not just you — no one is posting on social media anymore
Tati Bruening, a 22-year-old content creator and photographer, just wants to share memes and post about cooking green beans. Every time she logs onto Instagram, however, her feed is swamped by a combination of perfectly curated photos and professionally created content. "It's really bizarre to me that everyone's gone to this place in their mind that content has to be so curated," Bruening told us.
lofi generator
Hi, I’m Dylan and this is a site I made that algorithmically generates royalty-free lofi hip-hop. It’s free to use, with no ads and no sign-up required. You’re welcome to use the music in your projects, commercial or otherwise, and you generally don’t even have to provide an attribution if you don’t want to. More about that here. If the online player doesn't cut it and you need high quality files,
How The New York Times incorporates editorial judgment in algorithms to curate its home page
How The New York Times incorporates editorial judgment in algorithms to curate its home page The Times’ algorithmic recommendations team on responding to reader feedback, newsroom concerns, and technical hurdles. Whether on the web or the app, the home page of The New York Times is a crucial gateway, setting the stage for readers’ experiences and guiding them to the most important news of the day.
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The internet wants to be fragmented