小型机器学习读书会 – 阅读《超大规模操作手册》

3作者: fxlrnrpt22 天前原帖
加入小型机器学习书友会。我们一起阅读《超大规模操作手册》! <p>大家好,我是安德烈。每天我都在意识到自己知道的太少。是时候填补另一个知识空白——大规模训练大型语言模型(LLM)。大多数时候,我只是调用一个库或请教专家同事。而……我仍然想这样做,但最终能更好地理解背后的原理。欢迎加入! <p>活动方式: <p>- 从书单中阅读一章。 <p>- 每周四下午2点(伦敦时间)进行一次电话会议。 <p>- 参与讨论,学习新知识。 <p>- 如果你想介绍其中一章,请在这里留言(非常非常非常希望你能来!)。 <p>- 所有幻灯片将上传到Github。 <p>第一次会议:10月30日(星期四),下午2点(伦敦时间)。 <p>重要链接: <p>- 日程安排:https://docs.google.com/spreadsheets/d/157L7VW-2M1KcwJoRtzadagpJ7LOpos338oEwj8kp2XQ/edit?usp=sharing <p>- 日历:https://calendar.google.com/calendar/u/2?cid=ZTM4ZmMwYTM5MDhmZjkwNjcwY2EyZDRlNmQzYThjODZmM2I2NzZkMzZiNWExNzc4NWY3MTE4NTk3MDJkNWJlYkBncm91cC5jYWxlbmRhci5nb29nbGUuY29t <p>- 幻灯片库:https://github.com/fxlrnrpt/little_ml_book_club <p>- 聊天邀请:https://t.me/+bleQ2wfB4DBjMGZk
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Join Little ML book club. We are reading &quot;Ultra-scale playbook&quot;. Together!<p>Hello fellow ML geeks, my name is Andrey. Each day, I understand more about how little I know. Time to cover another gap - scaling LLM training. Most of the time I just plug in a library or ask an expert colleague. And... I still want to do the same thing, but finally have a much better grasp on what is going on under the hood. Join in!<p>How it works:<p>- Read a chapter from the list.<p>- Jump on a call once a week on Thursdays at 14:00 (London time)<p>- Take part in the discussion and learn something.<p>- Message here if you want to present one of the chapters (pretty pretty pretty please!)<p>- All slides will be uploaded to Github<p>First call: October 30 (Thursday), 14:00 (London time)<p>Important links:<p>- Schedule https:&#x2F;&#x2F;docs.google.com&#x2F;spreadsheets&#x2F;d&#x2F;157L7VW-2M1KcwJoRtzadagpJ7LOpos338oEwj8kp2XQ&#x2F;edit?usp=sharing<p>- Calendar https:&#x2F;&#x2F;calendar.google.com&#x2F;calendar&#x2F;u&#x2F;2?cid=ZTM4ZmMwYTM5MDhmZjkwNjcwY2EyZDRlNmQzYThjODZmM2I2NzZkMzZiNWExNzc4NWY3MTE4NTk3MDJkNWJlYkBncm91cC5jYWxlbmRhci5nb29nbGUuY29t<p>- Repo with slides https:&#x2F;&#x2F;github.com&#x2F;fxlrnrpt&#x2F;little_ml_book_club<p>- Chat invite https:&#x2F;&#x2F;t.me&#x2F;+bleQ2wfB4DBjMGZk