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It’s Not Thinking. It’s Completing- How LLMs Actually Generate Text?

中文摘要

本文解析大模型如何通过预测下个字符而非思考来生成文本,探讨了温度参数的影响,并强调流畅度并不代表内容的准确性。

English Summary

LLMs generate text through next-token prediction rather than thinking. This article discusses how temperature influences outputs and emphasizes that linguistic fluency does not guarantee factual accuracy.

原文节选

The Honest Machine — Episode 1: Next-Token Prediction, Temperature, and Why Fluency ≠ Accuracy Continue reading on Medium »