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README.md

@@ -27,8 +27,8 @@ It classfies toxicity along five dimension:
 *  **Violence and abuse**: overly graphic descriptions of violence, threats of violence, or calls or incitement of violence.
 
 
-Read more about the training details in the paper, [Toxicity of the Commons: Curating Open-Source Pre-Training Data](https://arxiv.org/pdf/2410.22587) by [Catherine Arnett](https://huggingface.co/catherinearnett), [Eliot Jones](https://huggingface.co/eliotj), Ivan P. Yamshchikov, [Pierre-Carl Langlais](https://huggingface.co/Pclanglais). 
-For more detailed code regarding generating the annotations in Toxic Commons, training the model, and using the model, please refer to the official [GitHub](https://github.com/eliotjones1/celadon) repository. 
+Read more about the training details in the paper, [Toxicity of the Commons: Curating Open-Source Pre-Training Data](https://arxiv.org/pdf/2410.22587) by [Catherine Arnett](https://huggingface.co/catherinearnett), [Eliot Jones](https://huggingface.co/eliotj), [Ivan P. Yamshchikov](https://huggingface.co/ivan-the-bearable), [Pierre-Carl Langlais](https://huggingface.co/Pclanglais). 
+For more detailed code regarding generating the annotations in Toxic Commons, training the model, and using the model, please refer to the official [GitHub](https://github.com/Pleias/toxic-commons) repository. 
 
 
 # How to Use