diff --git a/docs/content/docs/advanced/fine-tuning.md b/docs/content/docs/advanced/fine-tuning.md
index 550cb025a..0680a2794 100644
--- a/docs/content/docs/advanced/fine-tuning.md
+++ b/docs/content/docs/advanced/fine-tuning.md
@@ -23,7 +23,7 @@ Fine-tuning a language model is a process that requires a lot of computational p
 
 Currently LocalAI doesn't support the fine-tuning endpoint as LocalAI but there are are [plans](https://github.com/mudler/LocalAI/issues/596) to support that. For the time being a guide is proposed here to give a simple starting point on how to fine-tune a model and use it with LocalAI (but also with llama.cpp).
 
-There is an e2e example of fine-tuning a LLM model to use with [LocalAI](https://github/mudler/LocalAI) written by [@mudler](https://github.com/mudler) available [here](https://github.com/mudler/LocalAI/tree/master/examples/e2e-fine-tuning/).
+There is an e2e example of fine-tuning a LLM model to use with [LocalAI](https://github.com/mudler/LocalAI) written by [@mudler](https://github.com/mudler) available [here](https://github.com/mudler/LocalAI/tree/master/examples/e2e-fine-tuning/).
 
 The steps involved are:
 
diff --git a/examples/e2e-fine-tuning/README.md b/examples/e2e-fine-tuning/README.md
index 2674b5af1..af3ab8a31 100644
--- a/examples/e2e-fine-tuning/README.md
+++ b/examples/e2e-fine-tuning/README.md
@@ -1,4 +1,4 @@
-This is an example of fine-tuning a LLM model to use with [LocalAI](https://github/mudler/LocalAI) written by [@mudler](https://github.com/mudler).
+This is an example of fine-tuning a LLM model to use with [LocalAI](https://github.com/mudler/LocalAI) written by [@mudler](https://github.com/mudler).
 
 Specifically, this example shows how to use [axolotl](https://github.com/OpenAccess-AI-Collective/axolotl) to fine-tune a LLM model to consume with LocalAI as a `gguf` model.
 
diff --git a/examples/e2e-fine-tuning/notebook.ipynb b/examples/e2e-fine-tuning/notebook.ipynb
index 9efb57d2a..4996da5d3 100644
--- a/examples/e2e-fine-tuning/notebook.ipynb
+++ b/examples/e2e-fine-tuning/notebook.ipynb
@@ -6,7 +6,7 @@
       "source": [
         "## Finetuning a model and using it with LocalAI\n",
         "\n",
-        "This is an example of fine-tuning a LLM model to use with [LocalAI](https://github/mudler/LocalAI) written by [@mudler](https://github.com/mudler).\n",
+        "This is an example of fine-tuning a LLM model to use with [LocalAI](https://github.com/mudler/LocalAI) written by [@mudler](https://github.com/mudler).\n",
         "\n",
         "Specifically, this example shows how to use [axolotl](https://github.com/OpenAccess-AI-Collective/axolotl) to fine-tune a LLM model to consume with LocalAI as a `gguf` model."
       ]