diff --git a/README.md b/README.md
index 79fdedc..e3ca296 100644
--- a/README.md
+++ b/README.md
@@ -43,7 +43,7 @@ A list of notebooks and articles related to large language models.
| Fine-tune CodeLlama using Axolotl | End-to-end guide to the state-of-the-art tool for fine-tuning. | [Article](https://mlabonne.github.io/blog/posts/A_Beginners_Guide_to_LLM_Finetuning.html) | 
|
| Fine-tune Mistral-7b with SFT | Supervised fine-tune Mistral-7b in a free-tier Google Colab with TRL. | [Article](https://mlabonne.github.io/blog/posts/Fine_Tune_Your_Own_Llama_2_Model_in_a_Colab_Notebook.html) | |
| Fine-tune Mistral-7b with DPO | Boost the performance of supervised fine-tuned models with DPO. | [Article](https://mlabonne.github.io/blog/posts/Fine_tune_Mistral_7b_with_DPO.html) | |
-| Fine-tune Llama-3-8b with ORPO | Cheaper and faster fine-tuning in a single stage with ORPO. | [Article](https://mlabonne.github.io/blog/posts/2024-04-19_Fine_tune_Llama_3_with_ORPO.html) | |
+| Fine-tune Llama-3-8b with ORPO | Cheaper and faster fine-tuning in a single stage with ORPO. | [Article](https://mlabonne.github.io/blog/posts/2024-04-19_Fine_tune_Llama_3_with_ORPO.html) | |
### Quantization