diff --git a/docs/source/conceptual/speculation.md b/docs/source/conceptual/speculation.md
index 45618ae3..74e010c8 100644
--- a/docs/source/conceptual/speculation.md
+++ b/docs/source/conceptual/speculation.md
@@ -27,7 +27,7 @@ You can check a few existing  fine-tunes for popular models:
 - [text-generation-inference/Mistral-7B-Instruct-v0.2-medusa](https://huggingface.co/text-generation-inference/Mistral-7B-Instruct-v0.2-medusa)
 
 
-In order to create your own medusa heads for your own finetune, you should check own the original medusa repo. [../basic_tutorials/train_medusa.md](../basic_tutorials/train_medusa.md)
+In order to create your own medusa heads for your own finetune, you should check own the original medusa repo. Read for more in [Train Medusa](../basic_tutorials/train_medusa#training).
 
 
 In order to use medusa models in TGI, simply point to a medusa enabled model, and everything will load automatically.