all AI news
[R] DeepMind: LLMs compress images 43% better than PNG, and audio nearly 2x better than MP3
Sept. 21, 2023, 4:24 p.m. | /u/Successful-Western27
Machine Learning 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. …
audio deepmind edit extension highlights images llms machinelearning mp3 paper text the key training
More from www.reddit.com / Machine Learning
Jobs in AI, ML, Big Data
AI Research Scientist
@ Vara | Berlin, Germany and Remote
Data Architect
@ University of Texas at Austin | Austin, TX
Data ETL Engineer
@ University of Texas at Austin | Austin, TX
Lead GNSS Data Scientist
@ Lurra Systems | Melbourne
Senior Machine Learning Engineer (MLOps)
@ Promaton | Remote, Europe
Senior Software Engineer, Generative AI (C++)
@ SoundHound Inc. | Toronto, Canada