Kascade: A Practical Sparse Attention Method for Long-Context LLM Inference

The article introduces Kascade, a new method for improving the efficiency of long-context LLM inference. It focuses on sparse attention, which is a technique to reduce computational cost. The practical aspect suggests the method is designed for real-world application. The source being ArXiv indicates this is a research paper.

• •Kascade is a new method for improving long-context LLM inference.
• •It utilizes sparse attention to reduce computational cost.
• •The method is designed for practical, real-world applications.