Easily Create eye-catching images for [SD 1.5] Pokemon - Dawn / Hikari

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Use the keywords dawn \(pokemon\) to activate the custom training
About this model:

There are detailed changes below the next paragraph, you might need to expand this version changes box!

Experimented with quite a few changes to the training settings and training set. A few of them seem to have stuck, leading to a new version that seems mostly better to me than the last. So here you go. Seems I just can't help myself.

Most of the changes (look at LoRA metadata for more details):

  • Updated to much newer Kohya scripts version (~3 months newer)

  • Updated training images

    • Removed some lower quality images, added some new others

    • Switched to keep original-ish aspect ratios (slightly cropped and resized to compatible SD 1.5 resolutions) where it makes sense instead of forcing squares

    • Added regularization images to actually make trigger tag work correctly

      • 1 regularization image per training image

      • Generated by the base model at the same resolution, with the same tags (minus the activation tag)

      • Currently at half loss during training as they had a bit too much influence otherwise

      • With this, the LoRA now reverts back much closer to base model knowledge without the activation tag (which is correct!)

      • Might care a bit more about the positioning of the activation tag now as it was trained with "keep tokens" to keep the activation token at the front when shuffling

  • Normalized repeats to 1 (only using different values if ever in need of balancing datasets) and learning rates back to defaults

    • Compensated with different epoch settings

  • Reverted back to training at 128 dims and a resize down to 32

    • Results were better across the board and the resizing also removes a bit of noise as a bonus

    • Used NO dynamic resize method as results for sv_fro@0.99 and sv_ratio@20 did not seem too different from or better than a simple resizing

  • Added training warmup of 10%

    • Not sure if this had much impact, might remove again in the future

  • Added "scale weight norms" with value 1 during training

    • Supposedly helps against overfitting and might make LoRAs more compatible with others

  • After initial release: Used FreeU extension for example image generation to further improve results

Recommended weight: 1

Training model: Anything V3

Example image generation model: AbyssOrangeMix2 - Hardcore

Well, did not expect to do another version for this. At all. But as it turns out, I do like to experiment with completely useless things sometimes, taking up a lot of my free time for some reason. Maybe some of my other existing LoRAs may follow yet again, now that I have new settings. Or maybe not since I need to update the training sets and don't have quite as much interest in most of the others. We'll see, we'll see!

dawn \(pokemon\)
dawn \(pokemon\)
dawn \(pokemon\)
dawn \(pokemon\)


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Check out other related models: anime, character, female, hikari, dawn, woman, girls, pokemon, video game

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