# Small dataset training

Midnight-12k is a foundational pathology model trained with self-supervised learning on a small dataset, achieving performance comparable to leading models

ControlNet is a neural network structure that controls diffusion models through doodle image conditions, enabling precise generation of images matching sketch outlines.

A Tacotron2 text-to-speech (TTS) model trained on 12 days of custom German dataset using the SpeechBrain framework.