Update README.md

README.md

@@ -21,11 +21,18 @@ extra_gated_description: >-
   our <a href="https://mistral.ai/terms/">Privacy Policy</a>.
 tags:
 - mistral-common
+- mistral
 - unsloth
 ---
 <div>
+  <p style="margin-bottom: 0; margin-top: 0;">
+    <strong>See our <a href="https://huggingface.co/collections/unsloth/ministral-3">Ministral 3 collection</a> for all versions including GGUF, 4-bit & FP8 formats.</strong>
+  </p>
+  <p style="margin-bottom: 0;">
+    <em>Learn to run Ministral correctly - <a href="https://docs.unsloth.ai/new/ministral-3">Read our Guide</a>.</em>
+  </p>
 <p style="margin-top: 0;margin-bottom: 0;">
-    <em><a href="https://docs.unsloth.ai/basics/unsloth-dynamic-v2.0-gguf">Unsloth Dynamic 2.0</a> achieves superior accuracy & outperforms other leading quants.</em>
+   <em>See <a href="https://docs.unsloth.ai/basics/unsloth-dynamic-v2.0-gguf">Unsloth Dynamic 2.0 GGUFs</a> for our quantization benchmarks.</em>
   </p>
   <div style="display: flex; gap: 5px; align-items: center; ">
     <a href="https://github.com/unslothai/unsloth/">
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     <a href="https://discord.gg/unsloth">
       <img src="https://github.com/unslothai/unsloth/raw/main/images/Discord%20button.png" width="173">
     </a>
-    <a href="https://docs.unsloth.ai/">
+    <a href="https://docs.unsloth.ai/new/ministral-3">
       <img src="https://raw.githubusercontent.com/unslothai/unsloth/refs/heads/main/images/documentation%20green%20button.png" width="143">
     </a>
   </div>
+<h1 style="margin-top: 0rem;">✨ Read our Ministral 3 Guide <a href="https://docs.unsloth.ai/new/ministral-3">here</a>!</h1>
 </div>
 
+- Fine-tune Ministral 3 for free using our [Google Colab notebook](https://docs.unsloth.ai/new/ministral-3#fine-tuning)
+- Or train Ministral 3 with reinforcement learning (GSPO) with our [free notebook](https://docs.unsloth.ai/new/ministral-3#reinforcement-learning-grpo).
+- View the rest of our notebooks in our [docs here](https://docs.unsloth.ai/get-started/unsloth-notebooks).
+---
 
 # Ministral 3 8B Reasoning 2512
 A balanced model in the Ministral 3 family, **Ministral 3 8B** is a powerful, efficient tiny language model with vision capabilities.