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User seeks advice on training LoRA models with complex manga styles

A user is seeking advice on training a LoRA model for a specific artistic style, primarily derived from manga pages. They are encountering issues with generated images collapsing due to complex panel layouts and scene transitions in the source material. The user is questioning whether preprocessing the training images by splitting panels, cropping, or cleaning text is necessary, or if the problem lies with the captioning and tagging of the images. AI

IMPACT Guidance on improving LoRA training for complex artistic styles, particularly those involving manga.

RANK_REASON User question about a specific tool/technique within AI image generation.

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COVERAGE [1]

  1. r/StableDiffusion TIER_2 English(EN) · /u/Equivalent_Bite_5514 ·

    Beginner question about training a style LoRA.

    <!-- SC_OFF --><div class="md"><p>The artist style I want to train mostly comes from manga pages with a lot of panels and scene transitions. I trained directly using manga pages, but the generated images often end up collapsing (broken composition, distorted subjects, messy layou…