与Textual Inversion 让梯度仅作用于词 embedding 相比,HyperNetworks 是让梯度作用于模型的 Diffusion 过程。他在 Diffusion 过程中的每一步都通过一个额外的小网络来调整去噪过程的结果。 准确的说,是作用在 Diffusion 的 Attention 部分,通过额外的小网络,把 key 和 query 进行变换,从而影响整个 diffusion 过程。
‘–enable_bucket’, ‘–min_bucket_reso=256’, ‘–max_bucket_reso=2048’, ‘–pretrained_model_name_or_path=stable-diffusion-v1-5/stable-diffusion-v1-5’, ‘–train_data_dir=/content/drive/MyDrive/AI_PICS/training/GudiaV1’, ‘–resolution=512,650’, ‘–output_dir=/...
Stable Diffusion无法生成图片？？经过1晚上调试终于找到原因 浏览器2个关键设置：打开chrome://flags/ Gp...
Stable Diffusion is free to use when running on your ownWindowsorMacmachines. An online service will cost you a modest fee. I’m in! How do you start using Stable Diffusion and Flux AI? There are many ways to use Stable Diffusion and Flux AI models. You need to decide: Run on your ...
After training,we have a noise predictor capable of estimating the noise added to an image.训练后,我们有了一个噪声预测器,能够估计添加到图像中的噪声。 Reverse diffusion 反向扩散 Now we have the noise predictor. How to use it?现在我们有了噪声预测器。如何使用它?
Learn how to easily install and use Stable Diffusion Web UI for generating high-quality images on your laptop.
How to Use LoRA Models in Automatic1111 What is LoRA? LoRA stands for Low-Rank Adaptation. It allows you to use low-rank adaptation technology to quickly fine-tune diffusion models. To put it in simple terms, the LoRA training model makes it easier to train Stable Diffusion on different co...
How To UseClick "Manager" button on main menu If you click on 'Install Custom Nodes' or 'Install Models', an installer dialog will open. There are three DB modes: DB: Channel (1day cache), DB: Local, and DB: Channel (remote). Channel (1day cache) utilizes Channel cache information...
Bilingual translation, no need to worry about how to find the original button. Compatible with language pack extensions, no need to re-import. Composable LoRA https://github.com/opparco/stable-diffusion-webui-composable-lora Enables using AND keyword(composable diffusion) to limit LoRAs to subpro...
A large amount of 1-butonal solvent was then employed to wash away the surplus aqueous phase, emulsifying colloidal solution into uniform emulsion droplets within the microholes and driving self-assembly of gold nanoparticles into colloidosomes through water diffusion into 1-butanol. Figure 1b and ...