Classic Animation Diffusion

This is the fine-tuned Stable Diffusion model trained on screenshots from a popular animation studio. Use the tokens classic disney style in your prompts for the effect.

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Characters rendered with the model: Animals rendered with the model: Cars and Landscapes rendered with the model:

? Diffusers

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 .

from diffusers import StableDiffusionPipeline
import torch

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

prompt = "classic disney style magical princess with golden hair"
image = pipe(prompt).images[0]

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

classic disney style helen mirren as a queen Steps: 30, Sampler: Euler a, CFG scale: 7, Seed: 3496225274, Size: 512x704

classic disney style Ford Model T - Negative prompt: person Steps: 20, Sampler: DPM2 Karras, CFG scale: 7, Seed: 4817981, Size: 704x512

This model was trained using the diffusers based dreambooth training by ShivamShrirao using prior-preservation loss and the train-text-encoder flag in 9.000 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: