Google’s TurboQuant has the internet joking about Pied Piper from HBO's "Silicon Valley." The compression algorithm promises ...

The biggest memory burden for LLMs is the key-value cache, which stores conversational context as users interact with AI ...

Video compression has become an essential technology to meet the burgeoning demand for high‐resolution content while maintaining manageable file sizes and transmission speeds. Recent advances in ...

Google Research recently revealed TurboQuant, a compression algorithm that reduces the memory footprint of large language ...

Because video clips are made up of sequences of individual images, or “frames,” video compression algorithms share many concepts and techniques with still-image compression algorithms. Therefore, we ...

Digital video compression/decompression algorithms (codecs) are at the heart of many modern video products, from DVD players to multimedia jukeboxes to video-capable ...

Google's TurboQuant algorithm compresses LLM key-value caches to 3 bits with no accuracy loss. Memory stocks fell within ...

The compression algorithm works by shrinking the data stored by large language models, with Google’s research finding that it can reduce memory usage by at least six times “with zero accuracy loss.” [ ...

The discrete cosine transform (DCT) remains a cornerstone of modern image and video compression techniques, enabling the decomposition of visual data into frequency components that can be efficiently ...

Bandwidth has a knack for being late to the party. Back when the internet was still a research project at the Department of Defense, we needed floppy disks to make file sharing a reality between ...

Video fills the internet. Some 75% of all traffic is video content, and this volume is expected to grow three times over by 2021. If we don’t want the insatiable demand for cat videos and streaming ...

Videos travel the internet constantly. Every social platform, messaging app, and website depends on them. Yet many people only notice a problem when a file refuses to upload or takes hours to send.