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1 MB iA3 Network
Trigger Words:
wide angle <interior/exterior> background
To prompt with a foreground subject, you can prompt something like "<subject> in front of a wide angle interior background" or "<subject> in the foreground of a wide angle exterior background". See images for examples.
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FAQ
Comments (8)
Under 1MB? How is it so small? XL loras usually run larger, this is the smallest lora I've ever seen.
It's an iA3 trained with the kohya_ss frontend.
I don't really understand the why it's so much smaller, but it works just as well as a regular lora for concepts like this one,
Here's the paper that explains it: https://arxiv.org/abs/2205.05638
@adempotent Do you remember what Dimension size did you use in Kohya? And what number of images (different aspect ratios) did you use?
Dimension size and amount of images (train + regularization) determines the size of Lora.
Also, type of Lora also plays a big role (Loha usually smaller).
@homoludens iA3 doesn't have a dimension size as far as I can tell. It was trained with 63 images with 13 different aspect ratios. I didn't know amount of images affects the size of Lora!
@adempotent I have brief overview about iA3... it looks something very different in comparison with LoRa, LoHa... So, I believe we should make ourselves unseen what I wrote above. Because I know nothing (in fact) what and how affects the size of iA3.
I thought it works similar way as LoRa. But I was probably wrong. Sorry.
what model would you recommend for this lore? thanks in advance if you answer
It was trained on SD XL, but anything should work fine. Realistic Freedom (https://civitai.com/models/138977/realistic-freedom-sfw-and-nsfw) is probably the best out of the few SDXL finetunes I've tried.
Most of these images, it's like we've been in similar places before. However, I guess that's liminal spaces for you.
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