---
pipeline_tag: text-to-image
widget:
- text: "A New Family of Hybrid Perovskites Based on the Hypophosphite Ligand"
---

Stable Diffusion checkpoint finetuned on JACS ToC images and titles up to 2022.

The inference widget on the model page (usually to the right of this text) doesn't work very well. You can better results running the model on your own system. For simple operation try installing this Stable Diffusion UI: https://github.com/AUTOMATIC1111/stable-diffusion-webui

You can then download the chemdiff.ckpt into the webui models folder and it should work directly.

Samplers such as DPM++ 2S a and DPM++ SDE seem to work pretty well.

Negative prompting can help improve quality - e.g. "out of frame, lowres, text, error, cropped, worst quality, low quality, jpeg artifacts"

More extensive discussion here: https://yue-here.github.io/chemicaldiffusion/