"LMCompress is a compression algorithm using large models (large language model for texts, large image ... compare large models and detect plagiarism." More information: Ziguang Li et al, Lossless ...

We have already discussed a simple method of lossy data compression ... from one side of the array to the other. In comparison, the lowest frequencies in the Fourier transform form one complete cycle.

Lossy techniques let the file be compressed even smaller, but some data is lost forever. Joint Photographic Experts Group (JPEG): A still-image, lossy compression method that uses discrete cosine ...

But once you’re losing resolution, the compression really starts to show. Here’s what I found across a handful of tests. You can click the images to view them at a larger size. Here’s a ...

In their study, the researchers evaluated the compression capabilities of LLMs using vanilla transformers and Chinchilla models on text, image, and audio data. As expected, LLMs excelled in text ...

A compression technique that does not decompress digital data back to 100% of the original ... Examples are the widely used JPEG image, MPEG video and MP3 audio formats. The greater the ...