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natolambert· @natolambert · X·· 1 天前AI 评分34

开放模型生态首讲:现状与未来议题

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Nathan Lambert 首次讲授开放模型生态,涵盖模型构建、竞争格局、使用现状与未来方向。重点讨论知识蒸馏在模型构建中的作用、风险管理,以及未来模型访问方式的变化。他计划每 6 个月更新一次该领域全景,并邀请读者提出尚未解答的问题。

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My first open model lecture, covering all the many pieces that build the ecosystem, and the open questions/debates determining where it goes next.

How does distillation fit in?

How do we manage risks?

How do we see access to models changing in the future?

I'm excited to revisit these questions about every 6 months, to give a state of the union on the field.

Chapters

00:00 Introduction

01:36 What is an open model?

08:47 Why should we care about open models?

18:52 How competitive are the best open models today?

25:28 How are open models built? The role of distillation

34:52 Are people actually using open models?

41:47 What comes next with open models?

47:32 Conclusions

What questions did I not answer that you have?

来源:natolambert · x.com