aleph23 / kohya-colab

Accessible Google Colab notebooks for Stable Diffusion Lora training, based on the work of kohya-ss and Linaqruf

Kohya Colabs

Accessible Google Colab notebooks for Stable Diffusion Lora training, based on the work of kohya-ss and Linaqruf.

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	🇬🇧 English	🇪🇸 Spanish
📊 Dataset Maker
⭐ Lora Trainer
Lora making Guide	Click Here	-
Stable Diffusion guide	Click Here	Click Aquí

📊 Dataset Maker - Features

• Able to scrape hundreds of images from the popular anime gallery Gelbooru, that match the conditions set by the user.
• Finds duplicate images using the FiftyOne open-source software.
• Displays the user's dataset back to them through the FiftyOne interface so that they may manually curate their images.
• Able to generate tags for all your anime images using the Waifu Diffusion 1.4 Tagger model.
• Able to generate captions for all your images using the BLIP model.
• Gives you the ability to edit hundreds of text files at once, to add/remove/replace tags inside them dynamically.
• Works inside your Google Drive by default.
• Connects easily with Lora Trainer.

⭐ Lora Trainer - Features

• Can train LoRA, LoCon and LoHa.
• New feature: min-snr-gamma, optimizes loss to improve training efficiency.
• One click to install and start training.
• Offers all useful training parameters while keeping it simple and accessible.
• Helpful parameter descriptions and runtime messages.
• Advanced features in the form of custom configurations, allowing training with multiple datasets at once and more.
• Uses the latest technologies to load and train quickly.
• Utilizes kohya-ss scripts as a backend, an industry standard.
• Sources code from Linaqruf's colabs. Thank you!
• Works inside your Google Drive by default.
• Connects easily with Dataset Maker.