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LyCORIS
LyCORIS is a software project that implements parameter-efficient fine-tuning algorithms for Stable Diffusion models.
LyCORIS implements different parameter-efficient fine-tuning algorithms for Stable Diffusion. It provides methods such as LoRA, LoCon, LoHa, LoKr, (IA)^3, DyLoRA, and Native fine-tuning. Users can train models using graphical interfaces like kohya_ss, LoRAEasyTrainingScripts, and lora-scripts, or integrate them with a1111/sd-webui. The library also includes utilities to extract LoCon, merge models, and convert formats between HCP and sd-webui. It is designed for developers and researchers working on model adaptation and training.
LyCORIS at a glance
Key features
- Implement multiple parameter-efficient fine-tuning algorithms
- Support a1111/sd-webui integration
- Extract LoCon from dreambooth models
- Merge LyCORIS models back to base checkpoints
- Convert models between HCP and sd-webui format
- Provide experimental fused kernels for algorithms
Use it for
- Fine-tune Stable Diffusion models with alternative rank adaptation methods
- Merge multiple LyCORIS models sequentially to a base model
- Extract LoCon models from trained dreambooth checkpoints
- Convert model formats for use in different interfaces
Alternatives to LyCORIS
- stable-diffusion.cpp — Runs diffusion models efficiently in pure C and C++ with no external dependencies.
- OneTrainer — Supports a wide range of diffusion models and training methods in one interface.
- LoRA Scripts — Provides a complete web interface and scripts for kohya-ss trainer.
- SimpleTuner — It supports dozens of model families with advanced memory and enterprise features.
- SwarmUI — It offers modular powertools and high performance for managing multiple AI models.
- rgthree-comfy — Improves workflow organization and node management in ComfyUI.
- Diffusers — A modular toolbox for inference and training of diffusion models.
- Nunchaku — It reduces memory usage and speeds up 4-bit diffusion models significantly.
- Liniqo — Consistent isometric vectors with light, dark, and animated SVG formats.
- Dsh Sd Bridge Guard — Connects DeepSeek directly to local Stable Diffusion without manual setup.
- Easy Diffusion — Hassle-free 1-click installation with no technical knowledge required.
- Krita AI Diffusion — Enables precise control and efficient AI workflows inside Krita.
All LyCORIS alternatives