Update README.md

README.md

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-### urivoldemort on Stable Diffusion
+### Urivoldemort on Stable Diffusion
 
-Create Uriboldemort images using any context. This was taught to Stable Diffusion via Textual Inversion. Use the `<uriboldemort>` placeholder in the text prompt. You can load this concept into the [Stable Conceptualizer](https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/stable_conceptualizer_inference.ipynb) notebook. You can also train your own concepts and load them into the concept libraries using [this notebook](https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/sd_textual_inversion_training.ipynb).
+Create Uriboldemort images using any context. This was taught to Stable Diffusion via Textual Inversion. Use the `<uriboldemort>` placeholder in the text prompt. You can train your Concept using the [Stable Conceptualizer](https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/stable_conceptualizer_inference.ipynb) notebook. For inference use this copy of the official [notebook](https://colab.research.google.com/drive/11bIGXVkQJ4bJTSQIjlxDg1OhhX7nDZ01?usp=sharing).
 
 Some outputs: