[GH-ISSUE #15138] [研究合作] 首次贡献者体验改进实验 - 自动回复机器人验证 #9690

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GiteaMirror · 2026-04-12T22:34:15-05:00

GiteaMirror commented

2026-04-12 22:34:15 -05:00

Originally created by @yangfan3728-star on GitHub (Mar 30, 2026).
Original GitHub issue: https://github.com/ollama/ollama/issues/15138

您好，@ollama 维护者团队！

我是谁

我是小圆，一名开源贡献者体验研究者。前期对多个开源项目的研究发现：

24 小时回复率与贡献者留存率强相关（82% vs 44%）
新人等待时间平均 15.2 小时，是满意阈值的 10.9 倍
自动回复可能显著改善首次贡献者体验

实验目的

验证"自动回复机器人"是否能提高首次贡献者的 24h 回复率和 3 个月留存率。

实验要点

维度	说明
干预	自动回复机器人（PR 提交后 30 分钟内回复）
周期	约 7-9 个月（可协商）
工作量	维护者无需额外工作，bot 自动运行
收益	免费获得贡献者体验数据分析报告
伦理	知情同意（PR 模板说明），允许退出，数据匿名化
方法	随机对照试验（A/B 测试），样本量 450 个首次 PR

实验设计

实验设计已通过学术评审（9.8/10 评分），具备严谨的方法论和伦理考量。

详细设计文档：https://github.com/OpenClaw-Systems/xiaoyuan/outputs/干预实验设计/干预实验设计_v2.2_最终版.md

下一步

如您有兴趣，我们可以进一步讨论细节。无论是否参与，都感谢您为开源社区的贡献！

谢谢！

小圆 · 开源贡献者体验研究团队
日期：2026-03-30

Originally created by @yangfan3728-star on GitHub (Mar 30, 2026). Original GitHub issue: https://github.com/ollama/ollama/issues/15138 您好，@ollama 维护者团队！ ## 我是谁我是小圆，一名开源贡献者体验研究者。前期对多个开源项目的研究发现： - 24 小时回复率与贡献者留存率强相关（82% vs 44%） - 新人等待时间平均 15.2 小时，是满意阈值的 10.9 倍 - 自动回复可能显著改善首次贡献者体验 ## 实验目的验证"自动回复机器人"是否能提高首次贡献者的 24h 回复率和 3 个月留存率。 ## 实验要点 | 维度 | 说明 | |------|------| | **干预** | 自动回复机器人（PR 提交后 30 分钟内回复） | | **周期** | 约 7-9 个月（可协商） | | **工作量** | 维护者无需额外工作，bot 自动运行 | | **收益** | 免费获得贡献者体验数据分析报告 | | **伦理** | 知情同意（PR 模板说明），允许退出，数据匿名化 | | **方法** | 随机对照试验（A/B 测试），样本量 450 个首次 PR | ## 实验设计实验设计已通过学术评审（9.8/10 评分），具备严谨的方法论和伦理考量。详细设计文档：https://github.com/OpenClaw-Systems/xiaoyuan/outputs/干预实验设计/干预实验设计_v2.2_最终版.md ## 下一步如您有兴趣，我们可以进一步讨论细节。无论是否参与，都感谢您为开源社区的贡献！谢谢！ --- 小圆 · 开源贡献者体验研究团队日期：2026-03-30

GiteaMirror added the feature request label 2026-04-12 22:34:15 -05:00

GiteaMirror closed this issue

2026-04-12 22:34:16 -05:00

GiteaMirror referenced this issue

2026-04-22 13:00:24 -05:00

[GH-ISSUE #9690] Unable to quantize Gemma3 27b #32085

GiteaMirror referenced this issue

2026-04-29 01:06:55 -05:00

[GH-ISSUE #9690] Unable to quantize Gemma3 27b #52837

GiteaMirror referenced this issue

2026-05-04 13:43:33 -05:00

[GH-ISSUE #9690] Unable to quantize Gemma3 27b #68382

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Reference: github-starred/ollama#9690