import torch
from diffusers import DiffusionPipeline
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("yaryar78/DDPM-Ray-dog", dtype=torch.bfloat16, device_map="cuda")
prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k"
image = pipe(prompt).images[0]Example Fine-Tuned Model for Unit 2 of the Diffusion Models Class 🧨
fine tune on google/ddpm-cat-256 with dataset yaryar78/Ray_dog
Usage
from diffusers import DDPMPipeline
pipeline = DDPMPipeline.from_pretrained('yaryar78/ddpm-Ray-dog')
image = pipeline().images[0]
image
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