Training a large artificial intelligence model is expensive, not just in dollars, but in time, energy, and computational ...

Artificial intelligence model compression startup Refiant AI said today it has raised $5 million in seed funding from VoLo Earth Ventures to try to put an end to the “arms race” that has ignited a ...

A team of researchers led by California Institute of Technology computer scientist and mathematician Babak Hassibi says it ...

Even as models keep getting larger, some companies are moving models in the opposite direction — with some impressive results. Caltech-originated AI ...

Multiverse Computing S.L. said today it has raised $215 million in funding to accelerate the deployment of its quantum computing-inspired artificial intelligence model compression technology, which ...

A Caltech Lab at PrismML Just Fit an 8 Billion Parameter AI Model Into 1.15 GB. Announcing a Breakthrough in AI Compression: ...

Effective compression is about finding patterns to make data smaller without losing information. When an algorithm or model can accurately guess the next piece of data in a sequence, it shows it’s ...

Intel has disclosed a maximum severity vulnerability in some versions of its Intel Neural Compressor software for AI model compression. The bug, designated as CVE-2024-22476, provides an ...

Nvidia researchers have introduced a new technique that dramatically reduces how much memory large language models need to track conversation history — by as much as 20x — without modifying the model ...

Chinese artificial intelligence startup DeepSeek has introduced DeepSeek-OCR, an open-source model accompanied by a research paper that pioneers a novel "optical compression" method aimed at reducing ...