Kohya Colab Save Abandoned

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

Project README

Kohya Colabs

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

If you like my work consider leaving me a tip :)

🇬🇧 English 🇪🇸 Spanish
📊 Dataset Maker Open in Colab Abrir en Colab
⭐ Lora Trainer Open in Colab Abrir en Colab
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.
  • Can continue training an existing Lora (though not ideal).
  • 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.

 

Dataset Maker screenshot

Open Source Agenda is not affiliated with "Kohya Colab" Project. README Source: hollowstrawberry/kohya-colab
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