diffusers/cat_toy_example
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How to use intipendrdra/textual_inversion_cat with Diffusers:
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("stable-diffusion-v1-5/stable-diffusion-v1-5", dtype=torch.bfloat16, device_map="cuda")
pipe.load_textual_inversion("intipendrdra/textual_inversion_cat")These are textual inversion adaption weights for stable-diffusion-v1-5/stable-diffusion-v1-5. You can find some example images in the following.
from diffusers import DiffusionPipeline
pipe = DiffusionPipeline.from_pretrained("stable-diffusion-v1-5/stable-diffusion-v1-5")
pipe.load_textual_inversion("intipendrdra/textual_inversion_cat")
prompt = "a <cat> sitting on a sofa, highly detailed, 4k"
image = pipe(prompt).images[0]
image.show()
image.save("cat.png")
[TODO: provide examples of latent issues and potential remediations]
[TODO: describe the data used to train the model]
Base model
stable-diffusion-v1-5/stable-diffusion-v1-5