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Updated in [August 13th, 2023]

Skills and Knowledge Acquired:
By taking this course, learners will acquire the skills and knowledge necessary to create their own custom LoRA with Kohya. This includes learning how to install Kohya, prepare images, create description files, and understand the differences between a Low-Rank Adaptation (LoRA) and a base model. Learners will also gain an understanding of Mixed Precision Training in PyTorch and the A-Zovya RPG V3 base model.


Contribution to Professional Growth:
This course provides a comprehensive overview of the process of creating a custom LoRA with Kohya. It covers the installation of Kohya, the preparation of images, the creation of description files, and the steps to create a LoRA. Additionally, it provides an in-depth look at Low-Rank Adaptation (LoRA) and how it differs from a base model. By completing this course, professionals can gain a better understanding of the process of creating a custom LoRA with Kohya, as well as the differences between LoRA and a base model. This knowledge can be used to improve their professional skills and contribute to their professional growth.


Suitability for Further Education:
This course provides a comprehensive overview of the process of creating a custom LoRA with Kohya. It covers the installation of Kohya, the preparation of images, the creation of description files, and the steps to create a LoRA. Additionally, it provides an introduction to Low-Rank Adaptation (LoRA) and how it differs from a base model. As such, this course is suitable for preparing further education in the field of Low-Rank Adaptation.