Spider Verse Diffusion

🚀 Spider-Verse Diffusion

This is a fine-tuned Stable Diffusion model trained on movie stills from Sony's Into the Spider-Verse, enabling you to generate images in the Spider-Verse style.

✨ Features

• This fine-tuned model is based on Stable Diffusion and trained on movie stills from Sony's Into the Spider-Verse.
• Use the token spiderverse style in prompts to achieve the corresponding effect.
• It can be used like other Stable Diffusion models and can be exported to ONNX, MPS, and FLAX/JAX.

📦 Installation

#!pip install diffusers transformers scipy torch

💻 Usage Examples

Basic Usage

from diffusers import StableDiffusionPipeline
import torch

model_id = "nitrosocke/spider-verse-diffusion"
pipe = StableDiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16)
pipe = pipe.to("cuda")

prompt = "a magical princess with golden hair, spiderverse style"
image = pipe(prompt).images[0]

image.save("./magical_princess.png")

Advanced Usage

You can adjust the prompt content according to your needs to generate different images. For example, change the description of the character or scene in the prompt.

📚 Documentation

This model can be used just like any other Stable Diffusion model. For more information, please have a look at the Stable Diffusion. You can also export the model to ONNX, MPS and/or FLAX/JAX.

Portraits rendered with the model: Sample images used for training:

🔧 Technical Details

This model was trained using the diffusers based dreambooth training and prior-preservation loss in 3.000 steps.

📄 License

This model is open access and available to all, with a CreativeML OpenRAIL-M license further specifying rights and usage. The CreativeML OpenRAIL License specifies:

1. You can't use the model to deliberately produce nor share illegal or harmful outputs or content
2. The authors claims no rights on the outputs you generate, you are free to use them and are accountable for their use which must not go against the provisions set in the license
3. You may re-distribute the weights and use the model commercially and/or as a service. If you do, please be aware you have to include the same use restrictions as the ones in the license and share a copy of the CreativeML OpenRAIL-M to all your users (please read the license entirely and carefully) Please read the full license here

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