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Model Perspective
Model Perspective
Feb 26, 2025 · Artificial Intelligence

How Do Large Language Models Compress Massive Data? Limits and Techniques

This article explains how large language models act like a super‑library by compressing vast amounts of text using information‑theoretic concepts, probability‑based coding, autoregressive neural networks, and arithmetic coding, while discussing accuracy, compression ratios, and theoretical limits.

AIarithmetic codingautoregressive networks
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How Do Large Language Models Compress Massive Data? Limits and Techniques