Modélisation des langues

章节大纲

• 选择节常规

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  常规

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  • 选择活动Annonces

    

    Annonces 讨论区
• 选择节Ressources

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  Ressources

  • 选择活动CM 01 - Static Semantic Representation

    

    CM 01 - Static Semantic Representation 文件
  • 选择活动Lab: play with short, static and dense word representations

    

    Lab: play with short, static and dense word representations 网页地址
  • 选择活动CM 02 - Transformer architecture

    

    CM 02 - Transformer architecture 文件
  • 选择活动Lab - comprendre l'architecture du Transformer

    

    Lab - comprendre l'architecture du Transformer 网页
  • 选择活动CM 03 - Deeper with Transformers

    

    CM 03 - Deeper with Transformers 文件
  • 选择活动Lab: Model size

    

    Lab: Model size 网页地址
  • 选择活动Lab: Generative sampling techniques

    

    Lab: Generative sampling techniques 网页地址
  • 选择活动CM 04 - Pre-training, Prompting or Fine-tuning LLMs

    

    CM 04 - Pre-training, Prompting or Fine-tuning LLMs 文件
  • 选择活动Lab: Instructed model and prompting (zero and few shots)

    

    Lab: Instructed model and prompting (zero and few shots) 网页地址
  • 选择活动CM 05 - Reducing learning and inference costs

    

    CM 05 - Reducing learning and inference costs 文件
  • 选择活动Lab: full vs parameter efficient fine-tuning

    

    Lab: full vs parameter efficient fine-tuning 网页地址
  • 选择活动CM 06 - Aligning language models with human preferences

    

    CM 06 - Aligning language models with human preferences 文件
  • 选择活动Lab: Direct Preference Optimization (DPO) Using Hugging Face

    

    Lab: Direct Preference Optimization (DPO) Using Hugging Face 网页地址
  • 选择活动Lab: Reinforcement Learning from Human Feedback Using PPO

    

    Lab: Reinforcement Learning from Human Feedback Using PPO 网页地址
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