Update README.md

README.md

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 ## Dataset
 
-See [lamm-mit/x-lora-dataset](lamm-mit/x-lora-dataset) for the dataset used to train the X-LoRA model. Details on the datasets used to train the original adapters are included in the paper (see reference below).
+See [lamm-mit/x-lora-dataset](https://huggingface.co/datasets/lamm-mit/x-lora-dataset) for the dataset used to train the X-LoRA model. Details on the datasets used to train the original adapters are included in the paper (see reference below).
 
 ## Acknowledgements
 
-This work is built on the Hugging Face [PEFT library](https://github.com/huggingface/peft/tree/main/src/peft) and other components in the Hugging Face ecosystem. 
+This work is built on the Hugging Face [PEFT library](https://github.com/huggingface/peft/tree/main/src/peft) and other components in the Hugging Face ecosystem.
 
 ## Original paper and citation