ModelListedExternal

SD Class Butterflies 128

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

Sourcehuggingface.co/WhaSuk/sd-class-butterflies-128/tree/fe6429bd67da7042c19762f73f450cf9bfa7949a

KindOtherVersionRevision fe6429bCgrade

Model source

Kind: Other
File size: 70.7 MB
Version: vRevision fe6429b
Updated: Sep 15, 2026
Downloads: 3
Source: Hugging Face

Source description

Model Card for Unit 1 of the Diffusion Models Class 🧨

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

Usage

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

image/png image/png

Sources

1 source

Hugging FacePrimaryVersion fe6429bd67da7042c19762f73f450cf9bfa7949a

huggingface.co/WhaSuk/sd-class-butterflies-128/tree/fe6429bd67da7042c19762f73f450cf9bfa7949a

Verified Aug 31

Model artifacts

1 artifact

diffusion_pytorch_model.safetensors

safetensors · 70.7 MB · SHA-256 d96a8f63887e…00e1 · Hugging Face

Download

Source excerpts

2 excerpts

ReadmeAug 31huggingface.co/WhaSuk/sd-class-butterflies-128

--- license: mit tags: - pytorch - diffusers - unconditional-image-generation - diffusion-models-class --- # Model Card for Unit 1 of the [Diffusion Models Class 🧨](https://github.com/huggingface/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 ``` ![image/png](https://cdn-uploads.huggingface.co/production/uploads/64baa361b1a6188809434903/g3bSZwLe7TkCG58jIz4ur.png) ![image/png](https://cdn-uploads.huggingface.co/production/uploads/64baa361b1a6188809434903/xSU6Epf3yDO86z2mKiS1N.png)

NoteAug 31huggingface.co/WhaSuk/sd-class-butterflies-128

Source context: 3 downloads · 0 likes · Pipeline unconditional-image-generation · Library diffusers · Repo WhaSuk/sd-class-butterflies-128