清晰解释 LLM 术语:权重、推理、序列、上下文窗口、推理等

📄 中文摘要

发布了一份关于现代 LLM 术语的简单实用指南,适合对权重、推理、上下文窗口、量化和自托管等术语感到困惑的读者。该指南用通俗易懂的语言解释了每个概念,并提供了示例,帮助读者更好地评估 API 或自行托管模型。希望读者能够从中受益。

📄 English Summary

LLM Terminology Explained Clearly: Weights, Inference, Sequence, Context Window, Reasoning and more

A simple and practical guide to modern LLM terminology has been published, ideal for those confused by terms such as weights, inference, context window, quantization, and self-hosting. The guide explains each concept in straightforward language with examples, enabling readers to better evaluate APIs or even self-host a model. The aim is to provide clarity and understanding of these key terms in the field of LLM.

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数据源: OpenAI, Google AI, DeepMind, AWS ML Blog, HuggingFace 等