readme: ---
  license: creativeml-openrail-m
  tags:
  - pytorch
  - diffusers
  - stable-diffusion
  - text-to-image
  - diffusion-models-class
  - dreambooth-hackathon
  - animal
  widget:
  - text: a photo of a ðŁĴŁ jellyfish in the snow
  - text: a photo of a ðŁĴŁ jellyfish next to a dog
  - text: a photo of a ðŁĴŁ jellyfish on top of a mountain
  ---
  
  # Iridescent Jellyfish
  
  **Iridescent Jellyfish** is a Dreambooth model for the `iridescent` jellyfish concept (represented by the `ðŁĴŁ` identifier).
  It applies to the *animal* theme.
  It is fine-tuned from `runwayml/stable-diffusion-v1-5` checkpoint on a small dataset of jellyfish images.
  It can be used by modifying the `instance_prompt`: **a photo of a ðŁĴŁ jellyfish in the snow**
  
  This model was created as part of the DreamBooth Hackathon 🔥. Visit the [organisation page](https://huggingface.co/dreambooth-hackathon) for instructions on how to take part!
  
  #### Fine-Tuning Details
  
  - Number of training images: 17
  - Learning rate: 2e-06
  - Training steps: 800
  - Guidance Scale: 7
  - Inference Steps: 50
  
  #### Output Examples
  
  <table>
    <tr>
      <td>a oil painting of a <b>ðŁĴŁ</b> jellyfish</td>
      <td>a photo of a <b>ðŁĴŁ</b> jellyfish next to a dog</td>
      <td>a photo of a <b>ðŁĴŁ</b> jellyfish in the snow</td>
    </tr>
    <tr>
      <td align="center"><img src="https://huggingface.co/simonschoe/iridescent-jellyfish/resolve/main/output/jelly%20(4).png" style="height:200px"> </td>
      <td align="center"><img src="https://huggingface.co/simonschoe/iridescent-jellyfish/resolve/main/output/jelly%20(5).png" style="height:200px"> </td>
      <td align="center"><img src="https://huggingface.co/simonschoe/iridescent-jellyfish/resolve/main/output/jelly%20(6).png" style="height:200px"> </td>
    </tr>
    <tr>
      <td>a photo of a <b>ðŁĴŁ</b> jellyfish on top of a mountain</td>
      <td>a photo of a <b>ðŁĴŁ</b> jellyfish in the sky</td>
      <td>a photo of a <b>ðŁĴŁ</b> jellyfish</td>
    </tr>
    <tr>
      <td align="center"><img src="https://huggingface.co/simonschoe/iridescent-jellyfish/resolve/main/output/jelly%20(7).png" style="height:200px"> </td>
      <td align="center"><img src="https://huggingface.co/simonschoe/iridescent-jellyfish/resolve/main/output/jelly%20(8).png" style="height:200px"> </td>
      <td align="center"><img src="https://huggingface.co/simonschoe/iridescent-jellyfish/resolve/main/output/jelly%20(9).png" style="height:200px"> </td>
    </tr>
    <tr>
      <td>a photo of a <b>ðŁĴŁ</b> jellyfish skydiving</td>
      <td>a photo of a <b>ðŁĴŁ</b> jellyfish sutfing on a surfboard</td>
      <td>a photo of a choclate <b>ðŁĴŁ</b> jellyfish</td>
    </tr>
    <tr>
      <td align="center"><img src="https://huggingface.co/simonschoe/iridescent-jellyfish/resolve/main/output/jelly%20(10).jpg" style="height:200px"> </td>
      <td align="center"><img src="https://huggingface.co/simonschoe/iridescent-jellyfish/resolve/main/output/jelly%20(11).jpg" style="height:200px"> </td>
      <td align="center"><img src="https://huggingface.co/simonschoe/iridescent-jellyfish/resolve/main/output/jelly%20(12).jpg" style="height:200px"> </td>
    </tr>
    <tr>
      <td>a photo of a <b>ðŁĴŁ</b> jellyfish shooting fireworks in the sky</td>
      <td>a photo of a <b>ðŁĴŁ</b> jellyfish on rollerblades</td>
      <td>a photo of a <b>ðŁĴŁ</b> jellyfish in a beer bottle</td>
    </tr>
    <tr>
      <td align="center"><img src="https://huggingface.co/simonschoe/iridescent-jellyfish/resolve/main/output/jelly%20(13).jpg" style="height:200px"> </td>
      <td align="center"><img src="https://huggingface.co/simonschoe/iridescent-jellyfish/resolve/main/output/jelly%20(14).jpg" style="height:200px"> </td>
      <td align="center"><img src="https://huggingface.co/simonschoe/iridescent-jellyfish/resolve/main/output/jelly%20(15).jpg" style="height:200px"> </td>
    </tr>
    <tr>
      <td>a colorful sketch of a <b>ðŁĴŁ</b> jellyfish</td>
      <td>a photo of a <b>ðŁĴŁ</b> jellyfish in the jungle</td>
      <td>a mystic <b>ðŁĴŁ</b> jellyfish, trending on artstation</td>
    </tr>
    <tr>
      <td align="center"><img src="https://huggingface.co/simonschoe/iridescent-jellyfish/resolve/main/output/jelly%20(1).png" style="height:200px"> </td>
      <td align="center"><img src="https://huggingface.co/simonschoe/iridescent-jellyfish/resolve/main/output/jelly%20(2).png" style="height:200px"> </td>
      <td align="center"><img src="https://huggingface.co/simonschoe/iridescent-jellyfish/resolve/main/output/jelly%20(3).png" style="height:200px"> </td>
    </tr>
  </table>
  
  ## Usage
  
  ```python
  from diffusers import StableDiffusionPipeline
  import torch
  
  device = torch.device('cuda:0' if torch.cuda.is_available() else 'cpu')
  pipeline = StableDiffusionPipeline.from_pretrained('simonschoe/iridescent-jellyfish').to(device)
  
  prompt = "a photo of a ðŁĴŁ jellyfish in the snow"
  
  image = pipeline(
      prompt,
      num_inference_steps=50,
      guidance_scale=7,
      num_images_per_prompt=1
  ).images[0]
  
  image
  ```
  