Self-Attention Mechanism Archives

March 20, 2024

Transformers: An Evolution in Artificial Intelligence

The world of artificial intelligence (AI) was forever changed in 2017 with the release of the scientific paper “Attention Is All You Need.” Authored by eight prominent Google researchers, this paper introduced a groundbreaking technology called transformers. These transformers revolutionized the field of AI, giving rise to powerful systems that have the ability to generate outputs that feel like the product of an alien intelligence.… Read the rest

March 17, 2024

Unleashing AI Power with Excel: A New Frontier in Spreadsheet Technology

Software developer Ishan Anand has taken spreadsheet addiction to a whole new level by integrating GPT-2, a large language model, into Microsoft Excel. Remarkably, his creation works flawlessly, providing valuable insights into the inner workings of language models and the underlying Transformer architecture’s next-token prediction capability.… Read the rest

February 20, 2024

Revolutionizing Particle Physics Analysis: The Fusion of Graph Neural Networks and Hybrid Training

In a groundbreaking colloquium held at Nikhef, Troels Petersen from the Copenhagen Niels Bohr Institute unveiled a transformative approach to particle physics analysis. By melding Graph Neural Networks (GNNs) with hybrid training, Petersen showcased how the field can overcome the challenge of bridging the gap between simulated and real data.… Read the rest

February 16, 2024

Google and Meta Unveil Groundbreaking AI Models for Enhanced Understanding and Visual Learning

Google and Meta have recently introduced advanced AI models that are poised to revolutionize the field of artificial intelligence. These models bring fresh perspectives and exciting possibilities for leveraging AI in various applications.

Google’s latest model, Gemini 1.5, focuses on long-context understanding across different modalities.… Read the rest

January 8, 2024

Exploring the Power of Machine Learning Algorithms in Language Models

Computers have come a long way in understanding and producing human-like language, thanks to the advancements in machine learning algorithms. One such example is the creation of innovative language models like ChatGPT and Bard by OpenAI. Let’s delve into the foundations of these models and the incredible potential they hold.… Read the rest