2024.04.17
更新一个相对于之前更稳定的模型。
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2024.04.16
经自己这几天的测试,感觉模型还是欠拟合,请等待后续版本的微调模型。
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本人使用 SDXL 架构训练的第一个二次元画风模型。
以下记录训练参数:
Anything XL → XL-1 : lr=1e-5, batch size = 1, repeat = 1, epoch = 4, optimizer : Lion
XL-1 → XL-2 : lr=1e-5, batch size = 2, repeat = 2, epoch = 2, optimizer : Lion
XL-2 → XL-3 : lr=1(即初始值1e-6,最终稳定在3.4e-6左右), batch size = 1, repeat = 1, epoch = 15, optimizer : DAdaptLion
XL-3 → XL-4 : lr=1(一直稳定在1e-6) , batch size = 1, repeat = 1, epoch = 8, optimizer : DAdaptLion
分辨率建议 968*1536左右,建议大于1024*1024,采样器选择euler最佳。
提示词基本上兼容sd1.5架构。由于底模原因,您可能需要添加 "masterpiece" 等质量相关提示词。
欢迎尝试。
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