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Nomos8k_span_otf_medium

4xSPANby Helaman

I release my span otf series: They come in three variations: weak, middle, and strong. Mainly meant for photos (can be tried on other things of course).

(Also there is a non-otf span model I had been working on simultaneously that I will release shortly, should give better results on less degraded input in comparison to this span otf series)

Basically I trained the otf_strong for 90k iter and then medium and weak based off that, with some more training to de-learn (tone down) the (too?) strong degradations. Used discrim resets to correct occuring colorloss in all of them. gt size was for the most part 512 with batch 9 (since i hoped it would give better results) with 0.55 it/s training speed (first 40k at the beginning were gt size 256 with batch 20 with 0.58 it/s).

Training details (7)
Date
2023-12-09
Dataset size
8507
Training iterations
90000
Training epochs
26
Training batch size
9
Training HR size
256
Training OTF
Yes

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Model

Architecture
SPAN
Scale
4x
Color Mode

Rights

CC-BY-4.0
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Distribution
Modifications
Credit required
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No Liability & Warranty
Disclaimer

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