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("adarksky/pokemon-DDPM", dtype=torch.bfloat16, device_map="cuda")

prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k"
image = pipe(prompt).images[0]

Ref. Denoising Diffusion Probabilistic Models

Model for generating new mutated pokemons! (lame though 🥲)

Usage

from diffusers import DDPMPipeline

pipeline = DDPMPipeline.from_pretrained('adarksky/pokemon-DDPM')
image = pipeline().images[0]
image

Use diffusers==0.30.2

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Dataset used to train adarksky/pokemon-DDPM

Paper for adarksky/pokemon-DDPM