In today’s video I want to show you how to train your own Lora. What is Lora first of all, and why do you need to train it.
Link to original notebook: colab.research.google.com/git...
Link to my copy:
colab.research.google.com/dri...
If you ever tried to make images in stable diffusion with the same character, pose or object, you might have noticed that its hard and default model will not give you consistent results.
So, Lora models are here to solve this problem.
LoRA stands for Low-Rank Adaptation. It allows you to use low-rank adaptation technology to quickly fine-tune diffusion models. The LoRA training model makes it easier to train Stable Diffusion on different concepts, such as characters, objects, animals, or a specific style. These trained models then can be exported and used by others in their own generations.
There are plenty of Loras pre-trained for you on websites like civitai but the best fun is to train your Lora yourself. It requires small amount of pictures and pretty low effort comparing to other types of models. So if you have your data ready you can do it for 10 minutes. And that’s what we gonna do now.
8 окт 2023
