Large language models like ChatGPT and Llama-2 are notorious for their extensive memory and computational demands, making them costly to run. Trimming even a small fraction of their size can lead to ...

The transformer architecture has reshaped modern artificial intelligence, powering large language models (LLMs), multimodal models, and ...

I talk with Recursal AI founder Eugene Cheah about RWKV, a new architecture that This essay is a part of my series, “AI in the Real World,” where I talk with leading AI researchers about their ...

Explore NVIDIA Cosmos 3, a multimodal world foundation model integrating text, images, video, audio, and actions for advanced physical AI and robotics.

After years of dominance by the form of AI known as the transformer, the hunt is on for new architectures. Transformers aren’t especially efficient at processing and analyzing vast amounts of data, at ...

Since the groundbreaking 2017 publication of “Attention Is All You Need,” the transformer architecture has fundamentally reshaped artificial intelligence research and development. This innovation laid ...

Discover how NVIDIA's new RTX Spark chip and Cosmos 3 multimodal AI model are redefining personal computing and physical ...

Today, virtually every cutting-edge AI product and model uses a transformer architecture. Large language models (LLMs) such as GPT-4o, LLaMA, Gemini and Claude are all transformer-based, and other AI ...