diff --git a/README.md b/README.md index f463291..584e5b9 100644 --- a/README.md +++ b/README.md @@ -39,9 +39,10 @@ A list of notebooks and articles related to large language models. | Notebook | Description | Article | Notebook | |---------------------------------------|-------------------------------------------------------------------------|---------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------| -| Fine-tune Llama 2 in Google Colab | Step-by-step guide to fine-tune your first Llama 2 model. | [Article](https://mlabonne.github.io/blog/posts/Fine_Tune_Your_Own_Llama_2_Model_in_a_Colab_Notebook.html) | Open In Colab | -| Fine-tune LLMs with 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) | Open In Colab | -| Fine-tune Mistral-7b with DPO | Boost the performance of supervised fine-tuned models with DPO. | [Article](https://medium.com/towards-data-science/fine-tune-a-mistral-7b-model-with-direct-preference-optimization-708042745aac) | Open In Colab | +| Fine-tune Llama 2 with SFT+TRL | Step-by-step guide to supervised fine-tune Llama 2 in Google Colab. | [Article](https://mlabonne.github.io/blog/posts/Fine_Tune_Your_Own_Llama_2_Model_in_a_Colab_Notebook.html) | Open In Colab | +| Fine-tune CodeLlama with SFT+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) | Open In Colab | +| Fine-tune Mistral-7b with SFT+TRL | 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) | Open In Colab | +| Fine-tune Mistral-7b with DPO+TRL | Boost the performance of supervised fine-tuned models with DPO. | [Article](https://medium.com/towards-data-science/fine-tune-a-mistral-7b-model-with-direct-preference-optimization-708042745aac) | Open In Colab | ### Quantization