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  - Slightly sharper output, no edge noise artifacts.
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  - Epochs: 20 (For now)
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  - Dataset: 49,606 images from Danbooru2024: https://huggingface.co/datasets/deepghs/danbooru2024
 
 
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  Training code is included in `training_code/` for reference.
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  - Slightly sharper output, no edge noise artifacts.
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  - Epochs: 20 (For now)
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  - Dataset: 49,606 images from Danbooru2024: https://huggingface.co/datasets/deepghs/danbooru2024
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+ - Perceptual backbone: convnextv2_tiny.fcmae_ft_in22k_in1k, fine‑tuned on anime to improve feature sensitivity.
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+ - Loss schedule: gradual ramp‑in of perceptual/auxiliary losses for stable training.
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  Training code is included in `training_code/` for reference.
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