iridescent-jellyfish

simonschoe/iridescent-jellyfish

iridescent-jellyfish is a text-to-image model from simonschoe. Use it when you need an image from a text prompt. It is set up for diffusers. The card lists the license as creativeml-openrail-m.

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…

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At a glance

Task: Text-to-Image
Library: diffusers
License: creativeml-openrail-m
Access: Public
Created: Dec 29, 2022
Updated: Jan 2, 2023
SHA: 1c22f62f

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Model card

From the Hugging Face model README

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 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 ðŁĴŁ jellyfish</td> <td>a photo of a ðŁĴŁ jellyfish next to a dog</td> <td>a photo of a ðŁĴŁ 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 ðŁĴŁ jellyfish on top of a mountain</td> <td>a photo of a ðŁĴŁ jellyfish in the sky</td> <td>a photo of a ðŁĴŁ 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 ðŁĴŁ jellyfish skydiving</td> <td>a photo of a ðŁĴŁ jellyfish sutfing on a surfboard</td> <td>a photo of a choclate ðŁĴŁ 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 ðŁĴŁ jellyfish shooting fireworks in the sky</td> <td>a photo of a ðŁĴŁ jellyfish on rollerblades</td> <td>a photo of a ðŁĴŁ 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 ðŁĴŁ jellyfish</td> <td>a photo of a ðŁĴŁ jellyfish in the jungle</td> <td>a mystic ðŁĴŁ 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

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

Task: Text-to-Image
Library: diffusers
License: creativeml-openrail-m
Created: Dec 29, 2022
Updated: Jan 2, 2023