diff --git a/docs/content/advanced/fine-tuning.md b/docs/content/advanced/fine-tuning.md
index 7cf14161..e5f3faec 100644
--- a/docs/content/advanced/fine-tuning.md
+++ b/docs/content/advanced/fine-tuning.md
@@ -11,6 +11,8 @@ Section under construction
 
 This section covers how to fine-tune a language model for text generation and consume it in LocalAI.
 
+[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)]([https://colab.research.google.com/github/huggingface/autotrain-advanced/blob/main/colabs/AutoTrain_LLM.ipynb](https://colab.research.google.com/github/mudler/LocalAI/blob/master/examples/e2e-fine-tuning/notebook.ipynb))
+
 ## Requirements
 
 For this example you will need at least a 12GB VRAM of GPU and a Linux box.