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总结
为 lm-evaluation-harness（lm-eval）接入 quick start 文档测试看护。
看护内容为 ：单卡昇腾 NPU 上以 跑通
arc_easy(0-shot) 与winogrande(5-shot) 两个官方评测任务；Qwen2.5-0.5B-Instruct（约 1 GB）与两个数据集的 parquet 均经 ModelScope 下载，脚本复制官方任务 YAML ，最后校验两个任务准确率都落在 [0,1]。变更文件
sources/lm_evaluation/quick_start.md、.github/workflows/lm-evaluation-harness-quick-start.yml、tests/lm_evaluation/sources/lm_evaluation/index.rst、install.rst、quick_start.rstindex.rsttoctree 直接收录sources/lm_evaluation/quick_start.md，卡片「快速上手」指向其构建产物（移除已失效的「安装指南」）验证