diffusers

2f234376 - Add (Scheduled) Pseudo-Huber Loss training scripts to research projects (#7527)

Add (Scheduled) Pseudo-Huber Loss training scripts to research projects (#7527) * add scheduled pseudo-huber loss training scripts See #7488 * add reduction modes to huber loss * [DB Lora] *2 multiplier to huber loss cause of 1/2 a^2 conv. pairing of https://github.com/kohya-ss/sd-scripts/pull/1228/commits/c6495def1fbbaf2a0233110d50f976ed61620e83 * [DB Lora] add option for smooth l1 (huber / delta) Pairing of https://github.com/kohya-ss/sd-scripts/pull/1228/commits/dd22958caa56e4db885324f76188c13bdf504569 * [DB Lora] unify huber scheduling Pairing of https://github.com/kohya-ss/sd-scripts/pull/1228/commits/19a834c3ab448614e8887b07f2bb4e0aaabf0805 * [DB Lora] add snr huber scheduler Pairing of https://github.com/kohya-ss/sd-scripts/pull/1228/commits/47fb1a68547e76f33cd54a3da8d2c35b9489c56e * fixup examples link * use snr schedule by default in DB * update all huber scripts with snr * code quality * huber: make style && make quality --------- Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>