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my-vault/01_Projects/Personal-Tech/LLM_Evaluation/00-Foundations/README.md
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windyboy 0dac58fb6f reconcile LLM_Evaluation zone: align stage numbering and scopes, standardize full-path wikilinks, slim old guidebook notes, dedupe templates
- fix stage-numbering conflict (README vs 05-Progress) and unify stage-1 reading scope
- resolve AWS workshop prerequisite contradiction in 04-Reference/01
- convert medium-path wikilinks to vault-root paths (~30 links), fix .pyy typos, annotate ragas fork, unify archive status, add 01-/02- README hubs
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---
type: hub
tags:
- llm-evaluation
- foundations
status: active
created: 2026-08-21
---
# Foundations
这里仅负责建立 LLM Evaluation 的基础概念与术语边界。
推荐顺序:
1. [[01-What-Is-LLM-Evaluation|什么是 LLM Evaluation]]
2. [[02-Annotation-Human-Data-and-Evaluation|数据标注、Human Data 与 Evaluation]]
3. [[03-Core-Concept-Map|LLM Evaluation 核心概念地图]]
完成这一层后,继续阅读:
- [[02-Why-Guide|从零开始做 LLM 评测:每一步背后的道理]]
- [[01-LLM-Evaluation-Roadmap|从软件工程到 LLM 评测工程:实战路线]]
> ⚠️ **读完本层 ≠ 完成理论学习。** 理论阶段的出口是 [[01-Learning-Board|学习看板]] Level 1 全部勾选 + [[02-First-Week-Worksheet|首周工作表]] 第 0 节填完;本层只负责建立共同语言。读完就进入 Why 与工作表,而不是继续读 [[01_Projects/Personal-Tech/LLM_Evaluation/04-Reference/README|04-Reference]]。
原则:这里回答 **What**,后续文档分别回答 **Why****How**