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piercus 
posted an update 12 days ago
Post
813
🚧 Reproducing LBM-Eraser… in the open [1] !

Today we have trained a LBM [2] promptless inpainter using Re-LAION-Caption19M[3].

We use a subset of 1.25M images with aesthetic_score > 5.6 and pwatermark < 0.2 and LaMa [2] mask generation.

2 takeaways :
🖼 Inpainting is better compared to our RORD experiments [5]
🦶 "4 steps" outperforms single-step

[1] Finegrain LBM Fork : https://github.com/finegrain-ai/LBM
[2] LBM: Latent Bridge Matching for Fast Image-to-Image Translation (2503.07535)
[3] supermodelresearch/Re-LAION-Caption19M
[4] Resolution-robust Large Mask Inpainting with Fourier Convolutions (2109.07161)
[5] https://huggingface.co/posts/piercus/778833977889788

cc @supermodelresearch @presencesw
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