FurkanGozukara/Stable-Diffusion

# Technical Summary Comprehensive tutorial repository curating hands-on guides for training and fine-tuning diffusion models across multiple interfaces (Automatic1111, ComfyUI, SwarmUI) with emphasis on parameter-efficient methods like LoRA and DreamBooth. Content covers the complete pipeline from environment setup through CUDA/xformers optimization, model injection, and deployment across cloud platforms (RunPod, Colab, Kaggle). Tutorials include detailed walkthroughs on quantization (GGUF), inference optimization with TensorRT, and multimodal extensions spanning text-to-video, voice cloning, upscaling (SUPIR, TOPAZ), and ControlNet integration.

2,647 stars. Actively maintained with 10 commits in the last 30 days.