How to use from the
Use from the
Diffusers library
pip install -U diffusers transformers accelerate
import torch
from diffusers import DiffusionPipeline

# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("BlithFok/ddpm-finetuned-model-for-testing", 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 🧨

Self learning exercise. A finetuned diffusion model to generate butterfly images. Ony for testing since there is insufficient time to train long enough

Usage

from diffusers import DDPMPipeline

pipeline = DDPMPipeline.from_pretrained('BlithFok/ddpm-finetuned-model-for-testing')
image = pipeline().images[0]
image
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