huggingface/evaluation-guidebook

• highabout#1

  Update 'About' description to clarify archival status and guidebook type

  原因：

  当前

  Sharing both practical insights and theoretical knowledge about LLM evaluation that we gathered while managing the Open LLM Leaderboard and designing lighteval!

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  An archived guidebook sharing practical insights and theoretical knowledge about LLM evaluation, gathered while managing the Open LLM Leaderboard and designing lighteval. For the latest version, see the linked homepage.

  待办完成忽略
• mediumhomepage#2

  Add homepage URL pointing to the maintained version

  原因：

  复制粘贴的修复

  复制

  https://huggingface.co/spaces/OpenEvals/evaluation-guidebook

  待办完成忽略
• lowreadme#3

  Add a section to README clarifying the license

  原因：

  复制粘贴的修复

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  ## License
  This guidebook is licensed under [insert specific license(s) here, e.g., CC-BY-NC-SA 4.0]. Please refer to the LICENSE file for full details.

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  How can I effectively measure the performance of large language models for specific tasks?

  你：未被推荐
  AI 推荐顺序：

  1. Hugging Face Evaluate
  2. LangChain Evaluation
  3. Arize AI
  4. Phoenix
  5. Weights & Biases
  6. DeepEval
  7. Humanloop
  8. OpenAI Evals

  AI 推荐了 8 个替代方案，却始终没点名 huggingface/evaluation-guidebook。这就是要补上的差距。

  查看 AI 完整回答
• 品类问题

  What are best practices for designing robust evaluation metrics for LLM applications?

  你：未被推荐
  AI 推荐顺序：

  1. Scale AI
  2. Appen
  3. Surveymonkey
  4. Google Forms
  5. ROUGE
  6. BLEU
  7. METEOR
  8. BERTScore
  9. MoverScore
  10. F1-score
  11. Precision
  12. Recall
  13. Exact Match
  14. Semantic Accuracy
  15. Perplexity
  16. Giskard
  17. LangChain
  18. Weights & Biases
  19. MLflow

  AI 推荐了 19 个替代方案，却始终没点名 huggingface/evaluation-guidebook。这就是要补上的差距。

  查看 AI 完整回答

• Metadata completeness

  warn

  建议：

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of huggingface/evaluation-guidebook?

  pass
  ⚠AI 未点名 huggingface/evaluation-guidebook —— 很可能在说另一个项目

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts huggingface/evaluation-guidebook in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 huggingface/evaluation-guidebook

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo huggingface/evaluation-guidebook solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 huggingface/evaluation-guidebook

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？