Rapid advancements in AI The field of Large Language Models (LLMs) is currently experiencing rapid development, with a significant focus on exploring the capabilities to process long sequences more efficiently. 5 Transformers with their global attention mechanism Transfomers, renowned for their success in AI tasks, uses “Attention” – Global Attention Mechanism for every element in … Continue reading Achieving linear-time operations with shift in attention mechanisms in AI architectures – Mamba, Recurrent Windowed Key-Value