Just a rushed Vagina lora, only 3000 steps which took 4 hours to train on my RTX 4090. Training data was focused on vagina images; 32 images. All the data was closeup shots of vagina, while the lora performs exceptionally well in close-up shots, it performs poorly in full body shots because there was no full body pussy training data. With a larger data set of both close up and full body I think we can train something amazing. This lora performs well at the specific poses that were in the training data, but I missed a lot of poses, so it will perform poorly for those poses. Someone with a far larger data set will likely come along and fill in the gaps. If you're seeing a lot of stretch marks and tanned skin its because the training data was of it and Ideogram seems to take to the data extremely literally. In hindsight I should have mixed the data set with more pale and other skin tones.I'm not an expert lora trainer, just screwing around. Ideogram Loras seem to be easy to train, it adopts data extremely quickly. Far easier to train than Z-image IMO.Limited testing done. Weights that work for me are 0.9 COND and 0.5 UNCOND Lora 0.7 COND and 0.6 UNCOND Lora0.6 COND and 0.5 UNCOND lora works well too, probably the lower the better as to not overcook the image. Euler = speed Res_2s= quality Do not make both loras the same weight, like 0.6/0.6, for some reason the model starts to hallucinate badly when that happens. Ive included the AI ToolKit log file for anyone interested in how the training was setup. I think the reason why my vagina did not properly converge on full body shots is like due to me using adamw8bit and linear, which is a far more tame training method. My next run I will use the more experimental aggressive optimizers. I will not be able to do massive 20k+ step training runs, my runs usually end around 3-5k because im an unemployed gooner that just loves AI but has to budget my power bill. I just happen to own a 4090 because I went broke to get one, totally worth it though.

Ideogram 4 Innie Vulva X

Early test concept of an innie vagina

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