Shift or sigmoid? LoRA trainers hit broken results on new model architectures

Inevitable_Pen9043 · reddit · 2026-10-25

A Redditor reports a completely broken LoRA when training on MOSS, while sigmoid works fine on Krea 2 and Qwen 2.1 — reigniting the shift-vs-sigma scheduling debate and whether 'shift balanced' then 'shift low noise' late in training is the better recipe for the new generation of image models.

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