👉 The Attend Fluid, also known as the Attention Flow Field, is a computational framework designed to enhance the efficiency and performance of large language models by dynamically allocating computational resources to different parts of an input sequence. Unlike traditional attention mechanisms, which compute attention scores across all possible positions in the input, the Attend Fluid operates by maintaining a continuous, high-resolution flow field that represents the relative importance of each input element. This allows the model to focus on relevant parts of the input while ignoring less pertinent information, thereby reducing computational complexity and improving scalability. By enabling more targeted and context-aware processing, the Attend Fluid significantly boosts the model's ability to handle long-range dependencies and complex inputs efficiently.
