Source: https://huggingface.co/lodestones/Chroma/discussions/72

Chroma (Perchance Text to image model) is trained on 5 million images

The tagging system for all these images include the word 'aesthetic' in the training prompt , used in this manner :

'aesthetic 0' , 'aesthetic 1' , .... 'aesthetic 10' , 'aesthetic 11' are labels used to denote the visual style in the training data

Where 'aesthetic 11' denotes (good) AI-images used for training data

Thats all we know.

//----//

This system isn't 100% accurate , but it is highly recommended you use the term 'aesthetic' at least once (preferably often) to mimic the training prompt(s) in the Chroma model.

Check the HF page for Chroma in the future on further info regarding training data / prompts you can use while generating images on the perchance website.

TLDR; use the word 'aesthetic' in your prompt to improve them for perchance text-to-image generation

Cheers!

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[–] [S] 2 points 1 year ago* (1 child)

Good scientific approach!

I collected training prompts from lodestones repo to get an idea of the prompt format for Chroma: https://huggingface.co/datasets/codeShare/chroma_prompts/blob/main/parquet_explorer.ipynb

Still early stages so you'll have to download the .parquet file to your own Google Drive and access it via the notebook from there

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