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 - compress old-version guidebook notes (01, 05) into pointers; add 2026 reading guidance to 00-Overview - dedupe project templates and remove embedded template copy in 03-Practice/README
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## 关键认知
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Benchmark 工程的本质是把「测试定义」做成可版本化的资产。
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> 🔗 本页资源的完整链接、来源背景与上手建议见 [[04-Reference/archive/01-Curated-External-Resources|archive/01-Curated-External-Resources]]("国家级与顶级学术机构"一节)。
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> 🔗 本页资源的完整链接、来源背景与上手建议见 [[01_Projects/Personal-Tech/LLM_Evaluation/04-Reference/archive/01-Curated-External-Resources|archive/01-Curated-External-Resources]]("国家级与顶级学术机构"一节)。
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