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@@ -62,6 +62,7 @@ A list of notebooks and articles related to large language models.
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| Improve ChatGPT with Knowledge Graphs | Augment ChatGPT's answers with knowledge graphs. | [Article](https://mlabonne.github.io/blog/posts/Article_Improve_ChatGPT_with_Knowledge_Graphs.html) | <a href="https://colab.research.google.com/drive/1mwhOSw9Y9bgEaIFKT4CLi0n18pXRM4cj?usp=sharing"><img src="img/colab.svg" alt="Open In Colab"></a> |
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| Improve ChatGPT with Knowledge Graphs | Augment ChatGPT's answers with knowledge graphs. | [Article](https://mlabonne.github.io/blog/posts/Article_Improve_ChatGPT_with_Knowledge_Graphs.html) | <a href="https://colab.research.google.com/drive/1mwhOSw9Y9bgEaIFKT4CLi0n18pXRM4cj?usp=sharing"><img src="img/colab.svg" alt="Open In Colab"></a> |
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| Merge LLMs with MergeKit | Create your own models easily, no GPU required! | [Article](https://mlabonne.github.io/blog/posts/2024-01-08_Merge_LLMs_with_mergekit%20copy.html) | <a href="https://colab.research.google.com/drive/1_JS7JKJAQozD48-LhYdegcuuZ2ddgXfr?usp=sharing"><img src="img/colab.svg" alt="Open In Colab"></a> |
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| Merge LLMs with MergeKit | Create your own models easily, no GPU required! | [Article](https://mlabonne.github.io/blog/posts/2024-01-08_Merge_LLMs_with_mergekit%20copy.html) | <a href="https://colab.research.google.com/drive/1_JS7JKJAQozD48-LhYdegcuuZ2ddgXfr?usp=sharing"><img src="img/colab.svg" alt="Open In Colab"></a> |
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| Create MoEs with MergeKit | Combine multiple experts into a single frankenMoE | [Article](https://mlabonne.github.io/blog/posts/2024-03-28_Create_Mixture_of_Experts_with_MergeKit.html) | <a href="https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing"><img src="img/colab.svg" alt="Open In Colab"></a> |
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| Create MoEs with MergeKit | Combine multiple experts into a single frankenMoE | [Article](https://mlabonne.github.io/blog/posts/2024-03-28_Create_Mixture_of_Experts_with_MergeKit.html) | <a href="https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing"><img src="img/colab.svg" alt="Open In Colab"></a> |
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+| Uncensor any LLM with abliteration | Fine-tuning without retraining | [Article](https://mlabonne.github.io/blog/posts/2024-06-04_Uncensor_any_LLM_with_abliteration.html) | <a href="https://colab.research.google.com/drive/1VYm3hOcvCpbGiqKZb141gJwjdmmCcVpR?usp=sharing"><img src="img/colab.svg" alt="Open In Colab"></a> |
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## 🧩 LLM Fundamentals
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## 🧩 LLM Fundamentals
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