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