Update README.md

README.md

@@ -13,20 +13,19 @@ Welcome to the Hugging Face Reasoning Course!  This is a specific cohort of the
 
 We are exploring [Open R1](https://github.com/huggingface/open-r1), a groundbreaking community project that's making advanced AI accessible to everyone. Specifically, this course is to help students and learners to use  [Open R1](https://github.com/huggingface/open-r1) in their own projects. Any maybe even contribute to the community project!
 
-<div style="width: 100%; border: 1px solid #ccc; padding: 20px; margin: 20px auto; box-shadow: 2px 2px 5px rgba(0, 0, 0, 0.1); background-color: #f8f8f8; border-radius: 8px;">
-  <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;">📣 This course is LIVE right now! If you want to join in, follow this org!</h2>
-  <a href="https://huggingface.co/learn/nlp-course/en/chapter12/1" 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'">Learn it now</a>
+<div style="width: 100%; border: 1px solid #ccc; padding: 20px; margin: 20px auto; box-shadow: 2px 2px 5px rgba(0, 0, 0, 0.1); background-color: lightgoldenrodyellow; border-radius: 8px;">
+  <img src="https://github.com/unslothai/unsloth/blob/main/images/unsloth%20new%20logo.png?raw=true" alt="Course Image" style="width: 15em; border-radius: 5px 5px 0 0;">
+  <h2 style="color: #333; margin-bottom: 10px;">📣 Unsloth unit is LIVE right now! If you want to join in, follow this org!</h2>
+  <a href="https://huggingface.co/learn/nlp-course/en/chapter12/6" style="display: inline-block; padding: 10px 20px; background-color: lightcoral; color: white; text-decoration: none; border-radius: 5px; transition: background-color 0.3s ease;" onmouseover="this.style.backgroundColor='#0056b3'" onmouseout="this.style.backgroundColor='#007bff'">Learn it now</a>
 </div>
 
 ## Next releases
 
 | Date | Unit |
 |------|------|
-| March 7th, 2025 | No-Code Exam and Certification |
-| March 14th, 2025 | Next Practical Exercise |
+| ~March 7th, 2025~ | No-Code Exam and Certification |
+| ~March 11th, 2025~ | [Unsloth](https://huggingface.co/unsloth) exercise on fine-tuning a model with GRPO |
 | March 21st, 2025 | Interactive code review |
-| March 2025 | [Unsloth](https://huggingface.co/unsloth) exercise on fine-tuning a model with GRPO |
 | April 2025 | More written material on building reasoning models |
 | April 2025 | Live sessions on building Open R1 |
 | April 2025 | Code Exam and Certification |