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[I read the paper for you] LLMs compress images 43% better than PNG, and audio nearly 2x better than MP3
Sept. 21, 2023, 4:19 p.m. | /u/Successful-Western27
Artificial Intelligence www.reddit.com
I read the new paper from DeepMind so you don't have to. Here are the key highlights:
* Despite training on text, **langauge models compressed images 43% better than PNG, and audio nearly 2x better than flac.**
* Confirmation of scaling laws - **bigger models compressed better.** But model size must match dataset size.
* There are **tradeoffs between model scale, data size, and compression** performance. More data enables bigger models. …
artificial audio deepmind edit extension highlights images llms mp3 paper text the key training
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