magic-diffusion / README.md
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metadata
datasets:
  - rullaf/mtg-art
pipeline_tag: text-to-image
tags:
  - art

Magic Diffusion

A text2img model derived from StableDiffusion 1.5, fine-tuned with EveryDream-trainer on a dataset consisting of post-processed Magic the Gathering card art crops (32,159), and hi-resolution images of the art (13,048). Annotations are based on card metadata and various other sources, including art description.

Comparison

All images were generated with identical settings:

  • 40 steps
  • 512x512
  • seed 1111 + 1234*n (1111, 2345, 3579, 4813, 6047, 7281, 8515, 9749)

1111 2345 3579 4813 6047 7281 8515 9749

Taylor

Prompt

mtg card art Taylor Swift wandering bard legendary creature human bard by chris rahn by volkan baga by zoltan boros armored bard taylor swift holding her weapons and instruments beautiful composition detailed realistic fantasy painting masterpiece best quality

Negative Prompt

guitar lowres bad anatomy bad hands text error missing fingers extra digit fewer digits cropped worst quality low quality normal quality jpeg artifacts signature watermark username blurry

Magic Diffusion v2 Fantasy Card Diffusion v1 Openjourney v2 Stable Diffusion 1.5
mdv2 1111 fcd v1 1111 oj v2 1111 sd 1.5 1111
mdv2 2345 fcd v1 2345 oj v2 2345 sd 1.5 2345
mdv2 3579 fcd v1 3579 oj v2 3579 sd 1.5 3579
mdv2 4813 fcd v1 4813 oj v2 4813 sd 1.5 4813
mdv2 6047 fcd v1 6047 oj v2 6047 sd 1.5 6047
mdv2 7281 fcd v1 7281 oj v2 7281 sd 1.5 7281
mdv2 8515 fcd v1 8515 oj v2 8515 sd 1.5 8515
mdv2 9749 fcd v1 9749 oj v2 9749 sd 1.5 9749