反向扩散过程、去噪过程、图片生成过程、Sampling 单轮去噪过程、单轮U-Net过程、单轮反向扩散过程 开源的Stable Diffusion 目前AI绘画最火的当属Midjorney和Stable Diffusion,但是由于Midjourney没有开源,因此我们主要分享下Stable Diffusion,后面我们会补充介绍下Midjourney。 公开资料显示,Stable Diffusion是StabilityAI公司...
解决方案:在安装目录stable-diffusion-webui 下,编辑webui-macos-env.sh文件 我的原来的配置文件如下; export install_dir="$HOME" export COMMANDLINE_ARGS="--skip-torch-cuda-test --upcast-sampling --no-half-vae --use-cpu interrogate" export TORCH_COMMAND="pip install torch==1.12.1 torchvision==...
在 Stable Diffusion 中，采样步数与采样器之间存在一定的关系。采样器是指用于生成随机高斯噪声的设备或算法，它直接影响着采样步骤中的噪声水平。不同的采样器可能会需要不同的采样步数来达到相同的降噪效果。因此，在选择采样步数时，我们需要综合考虑采样器的性能以及所需的降噪程度，以达到最佳的结果。通过本文的介...
AUTOMATIC1111 users can use LoRAs by downloading them, placing them in the folder stable-diffusion-webui/models/Lora and then adding the phrase <lora:LORA-FILENAME:WEIGHT> to your prompt, where LORA-FILENAME is the filename of the LoRA without the file extension, and WEIGHT (which takes a...
This method can be used on the samples of the base model itself. For example, take this sample generated by an anonymous discord user. Using the gradio or streamlit script depth2img.py, the MiDaS model first infers a monocular depth estimate given this input, and the diffusion model is ...
A method to fine tune weights for CLIP and Unet, the language model and the actual image de-noiser used by Stable Diffusion, published in 2021. Paper. A good way to train Lora is to use kohya-ss.2021 年发布的一种微调 CLIP 和 Unet 权重的方法,语言模型和稳定扩散使用的实际图像降噪器。
Different from basic models, trained models often have hidden settings to use some fixed styles or discard some keywords in the prompts. Parameters ①Sampling method The sampling mode of the diffusion denoising algorithm. Different sampling methods deliver different effects. Select an appropriate ...
If you know what you are doing, you can install Forge using same method as SD-WebUI. (Install Git, Python, Git Clone the forge repohttps://github.com/lllyasviel/stable-diffusion-webui-forge.gitand then run webui-user.bat). Or you can just use this one-click installation package (wi...
I am using M1 Pro MacBook and I am trying to develop a stablediffusion using mps. I changed the part about cuda to mps and changed it from ddim.py to float32 because mps did not support float64. def register_buffer(self, name, attr): if ...
You can use multiple parentheses to stack up the emphasis as much as you want. Find Inspiration Elsewhere Stable Diffusion and other AI art generators have experienced an explosive popularity spike. You can find this sort of AI art all over the place. That means there are now at least a fe...