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WhaSuk/
sd-class-butterflies-128

Name: sd-class-butterflies-128
Availability: InStock

diffusers

safetensors

pytorch

unconditional-image-generation

diffusion-models-class

mit

DDPMPipeline

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Model Card for Unit 1 of the Diffusion Models Class 🧨

This model is a diffusion model for unconditional image generation of cute 🦋.

Usage

python

from diffusers import DDPMPipeline

pipeline = DDPMPipeline.from_pretrained('WhaSuk/sd-class-butterflies-128')
image = pipeline().images[0]
image

Performance

Trained for ~33min on Google Colab (T4)

Epoch:5, loss: 0.08591169225318092
Epoch:10, loss: 0.05428077384001679
Epoch:15, loss: 0.05698821578352224
Epoch:20, loss: 0.04339970677854523
Epoch:25, loss: 0.04126649926460925
Epoch:30, loss: 0.03876886581854215