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---
license: mit
---

**A version of the Ugly Sonic embedding for Stable Diffusion 2.0 is available as `learned_embeds_sd_2_0.bin`.**

💡 Trained by [@minimaxir](/minimaxir) who wrote a [blog post about it](https://minimaxir.com/2022/09/stable-diffusion-ugly-sonic/) 💡

### Ugly Sonic on Stable Diffusion
This is the `<ugly-sonic>` concept taught to Stable Diffusion via Textual Inversion. 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).

Here is the new concept you will be able to use as an `object`:
![<ugly-sonic> 0](https://huggingface.co/sd-concepts-library/ugly-sonic/resolve/main/concept_images/0.jpeg)
![<ugly-sonic> 2](https://huggingface.co/sd-concepts-library/ugly-sonic/resolve/main/concept_images/1.jpeg)
![<ugly-sonic> 3](https://huggingface.co/sd-concepts-library/ugly-sonic/resolve/main/concept_images/2.jpeg)
![<ugly-sonic> 4](https://huggingface.co/sd-concepts-library/ugly-sonic/resolve/main/concept_images/3.jpeg)
![<ugly-sonic> 5](https://huggingface.co/sd-concepts-library/ugly-sonic/resolve/main/concept_images/4.jpeg)