NewBeeNLP

Nov 27, 2024 · Artificial Intelligence

How Can Large Language Models Extend Their Context Window? A Deep Dive into Position Encoding

This article reviews the principles of absolute and relative positional encodings, explains why window extrapolation is crucial for large language models, analyzes current extrapolation methods, evaluates their performance, and answers common questions about extending LLM context windows.