VERSION 2
CHANGE LOG
Added negative tokens:
x_out_of_mirror (protects against a reflection outside mirror's bounds)
x_differect_reflection (supress a wrong symmetry)
different reflection (same the x_out_of_mirror but danbooru tag)
Added ai-generated images with negative tokens to dataset.
60 epochs instead of 10 epochs of version 1
Trained with cleaned dictionary: x_mirror_reflection, x_reflection_face, x_reflection_facing_aside, x_reflection_facing_away, reflection, mirror, hand on mirror, full-length mirror, broken mirror, reflection focus, looking at mirror.
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TESTS
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holy mix illustrous, spo, dmd2, 8 steps, 1 cfg, with mirror lora, 25 runs
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pos. prompt:
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masterpiece, best quality, amazing quality, very aesthetic, absurdres, newest,
1girl, solo,
(((x_mirror_reflection))), reflection, mirror,
{||hand on mirror},
{|||full-length mirror},
{||broken mirror}
{||reflection focus},
{x_reflection_face, looking at mirror|x_reflection_facing_aside, {looking at viewer|looking at another|looking back, looking to the side, facing away}|x_reflection_facing_away, {looking at viewer|looking at another|looking back, looking to the side, facing away}}
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32% - strict reflection
16% - strict reflection but outside mirror borders
48% - wrong symmetry
4% - trash (prompt misunderstanding)
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holy mix illustrous, spo, dmd2, 8 steps, 1 cfg, no mirror lora, 25 runs,
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pos. prompt: same
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8% - strict reflection
4% - strict reflection but outside mirror borders
56% - wrong symmetry
32% - trash (prompt misunderstanding)
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holy mix illustrous, spo, 20 steps, 6 cfg, with mirror lora, 25 runs,
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pos. prompt: same
neg. prompt: x_out_of_mirror, x_differect_reflection, different reflection
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40% - strict reflection
16% - strict reflection but outside mirror borders
40% - wrong symmetry
4% - trash (prompt misunderstanding)
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holy mix illustrous, spo, 20 steps, 6 cfg, without mirror lora, 25 runs,
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pos. prompt: same
neg. prompt: same
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16% - strict reflection
0% - strict reflection but outside mirror borders
16% - wrong symmetry
68% - trash (prompt misunderstanding)
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Hypothesis: lora weight x2 can refine results.
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Illustrous, spo, dmd2, 8 steps, 1.5 cfg, with mirror lora, 25 runs
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pos. prompt: same
neg. prompt: same
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32% - strict reflection
20% - strict reflection but outside mirror borders
36% - wrong symmetry
12% - trash (prompt misunderstanding)
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Illustrous, spo, dmd2, 8 steps, 1.5 cfg, without mirror lora, 25 runs
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pos. prompt: same
neg. prompt: same
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12% - strict reflection
0% - strict reflection but outside mirror borders
32% - wrong symmetry
56% - trash (prompt misunderstanding)
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Illustrous, spo, dmd2, 8 steps, 1.5 cfg, with mirror lora x2 strength, 25 runs
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pos. prompt: same
neg. prompt: same
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60% - strict reflection
2% - strict reflection but outside mirror borders
36% - wrong symmetry
0% - trash (prompt misunderstanding)
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Illustrous, spo, dmd2, 8 steps, 1.5 cfg, with mirror lora x3 strength, 50 runs
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pos. prompt: same
neg. prompt: same
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36% - strict reflection
0% - strict reflection but outside mirror borders
62% - wrong symmetry
2% - trash (prompt misunderstanding)
and dramatically low quality of all results in this batch.
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SUMMARY
This version increases probability of getting strict mirroring by 24%.
Negative prompt increases probability of getting strict mirroring by 8%.
Try to increase LoRa weight.
High LoRa weight (>2) spoils results.
