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clem 🤗(@ClementDelangue)

What people call "distillation" is a super common practice (you use other models to benchmark your m...

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What people call "distillation" is a super common practice (you use other models to benchmark your m...
AI 深度提炼
  • Distillation, using other models for benchmarking and dataset augmentation, is a widespread AI practice.
  • Clement argues for fair use coverage for distillation, akin to public data usage, especially for open-source models.
  • The discussion hints at ongoing legal debates in AI around model development and intellectual property.

结构提纲

按章节快速跳转。

  1. Clement Delangue 对‘模型蒸馏’的普遍性及其对公平使用的看法。

  2. 介绍模型蒸馏作为评估和数据增强手段的常见做法。

  3. 提出应将开放源代码模型的蒸馏视为公平使用,以促进竞争。

  4. 提及Musk在法庭上的回答,侧面反映行业内的蒸馏实践现状。

思维导图

用一张图看清主题之间的关系。

正在生成思维导图…
查看大纲文本(无障碍 / 无 JS 友好)
  • 模型蒸馏与公平使用
    • 蒸馏实践
      • 基准测试、输入评估、数据集增强
    • 公平使用论点
      • 开放源码模型支持竞争
    • 行业影响
      • 打破AI垄断趋势

金句 / Highlights

值得收藏与分享的关键句。

#AI Ethics#Model Distillation#Open Source#Monopoly
打开原文

clem 🤗 on X: "What people call "distillation" is a super common practice (you use other models to benchmark your model, to evaluate your inputs or to add a little bit to your datasets) that in my opinion should be covered by fair use (just like using public data is), especially when the" / X

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![Image 2](http://x.com/ClementDelangue)

clem ![Image 3: 🤗](http://x.com/ClementDelangue)

@ClementDelangue

What people call "distillation" is a super common practice (you use other models to benchmark your model, to evaluate your inputs or to add a little bit to your datasets) that in my opinion should be covered by fair use (just like using public data is), especially when the resulting models are open-source as it benefits all and helps break out monopolies that are strongly forming in AI

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MTS

@MTSlive

·

9h

LIVE TRIAL UPDATE: OpenAI's counsel asked Musk whether xAI has ever "distilled" technology from OpenAI. Musk: "Generally AI companies distill other AI companies." "Is that a yes?" Savitt asked. Musk: "Partly."

5:58 PM · Apr 30, 2026

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