---
license: mit
---
### matrix on Stable Diffusion
This is the `<hatman-matrix>` 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).

### Troubleshooting
This concept was trained using "CompVis/stable-diffusion-v1-4" which is linked to in the inference notebook for concepts and has a tensor length of [756]. The notebook to train concepts links to "stabilityai/stable-diffusion-2" which has a tensor length of [1024].

Here is the new concept you will be able to use as a `style`:

![<matrix> 0](https://huggingface.co/sd-concepts-library/matrix/resolve/main/concept_images/matrix.png)
![<matrix> 1](https://huggingface.co/sd-concepts-library/matrix/resolve/main/concept_images/matrix2_cropped.jpg)
![<matrix> 2](https://huggingface.co/sd-concepts-library/matrix/resolve/main/concept_images/matrix7.png)