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title: README
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# The NLP Course

Welcome to the Hugging Face NLP course!  Dive into the fascinating world of Natural Language Processing and learn to apply cutting-edge techniques using Python and the Hugging Face ecosystem.  

If you're new to the course, we suggest starting with Chapter 1 for a foundational understanding.  

👉 If you're looking forward to new units, follow this org!

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  <img src="https://cdn-avatars.huggingface.co/v1/production/uploads/62d648291fa3e4e7ae3fa6e8/Jm3GYn6LHuasiLSlj03hd.png" alt="Course Image" style="width: 3em; max-height: 3em; border-radius: 5px 5px 0 0;">
  <h2 style="color: #333; margin-bottom: 10px;">NEW CHAPTERS!</h2>
    <p style="margin-bottom: 15px; line-height: 1; color: black;">The NLP course has a new chapter on Supervised Fine-Tuning!</p>
  <p style="margin-bottom: 15px; line-height: 1; color: black;">This new chapter will guide you through: Chat Templates, Supervised Fine-Tuning (SFT), Low Rank Adaptation (LoRA), and Evaluation.</p>
  <a href="https://huggingface.co/learn/nlp-course/en/chapter11/1" style="display: inline-block; padding: 10px 20px; background-color: #007bff; color: white; text-decoration: none; border-radius: 5px; transition: background-color 0.3s ease;" onmouseover="this.style.backgroundColor='#0056b3'" onmouseout="this.style.backgroundColor='#007bff'">Check it out</a>
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