This is an iteration of Mega Liminal trained on my custom multi-gpu anima trainer, more details present on the huggingface training repo.
E16 might be overcooked. Probably just needs a higher CFG than 4.5.
Captions prompted from Qwen 3.5 9b as plain English.
1800 images or so, up from the 900 of the standard Big Liminal system.
Buckets were balanced for repeats, images filtered for size problems, structures aligned to standard AR buckets.















