📄 中文摘要
在生成性人工智能的世界中,令牌是核心概念。无论是使用GPT-4、Claude还是Llama,理解令牌的运作方式对优化交互至关重要。令牌不仅是文本的基本单位,还在大型语言模型(LLM)中扮演着重要角色。文章将探讨令牌的定义、为何选择令牌而非单词、令牌的重要性,以及一些实用的比例和测试提示。这些基础知识将帮助用户更有效地与AI进行互动。
📄 English Summary
Comprendre les tokens en IA : Les Bases
In the realm of generative artificial intelligence, tokens are a fundamental concept. Whether using GPT-4, Claude, or Llama, understanding how tokens function is crucial for optimizing interactions. Tokens serve as the basic units of text and play a significant role in large language models (LLMs). The article explores the definition of tokens, the reasons for choosing tokens over words, their importance, and some useful ratios and prompt testing tips. This foundational knowledge will assist users in engaging more effectively with AI.
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数据源: OpenAI, Google AI, DeepMind, AWS ML Blog, HuggingFace 等