本手冊的參考來源
- AUTOMATIC1111/stable-diffusion-webui Wiki - Github
- Rombach, R., Blattmann, A., Lorenz, D., Esser, P., & Ommer, B. (2022). High-resolution image synthesis with latent diffusion models. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (pp. 10684-10695).
- Diffusers - Hugging Face
- Voldy’s Retard Guide The definitive Stable Diffusion experience ™
- Stable Diffusion Art - tutorials, prompts, resources
Stable Diffusion討論社群
- r/StableDiffusion - Reddit
- 看板AI_Art 文章列表- 批踢踢實業坊
- Stable Diffusion 台灣社群v2 - Facebook
- Stable Diffusion - 知乎
模型訓練參考資料
- Hypernetwork training for dummies - Rentry.co
- 【Novel AI】手把手教你Textual Inversion神经网络训练详细操作
- NovelAI hypernetwork 自训练教程 - 知乎专栏
- Basic Dreambooth Guide - Github
- LoRA Training Guide - Rentry.co
- Using LoRA for Efficient Stable Diffusion Fine-Tuning - HuggingFace
- 曾飞飞 - 零基础读懂Stable Diffusion
- Well-Researched Comparison of Training Techniques Lora, Inversion, Dreambooth, Hypernetworks
- 【AI绘画】当我们在训练AI的时候,究竟在训练什么?AI训练前置知识(一)
- 【笔记】Stable Diffusion模型优化入门级介绍 - LoRA vs Dreambooth vs Textural Inversion vs Hypernetworks
- Hu, E. J., Shen, Y., Wallis, P., Allen-Zhu, Z., Li, Y., Wang, S., … & Chen, W. (2021). Lora: Low-rank adaptation of large language models. arXiv preprint arXiv:2106.09685.