researchers and engineers are constantly pushing the boundaries of what is possible. One remarkable development that has gained momentum in recent years is the Stable Diffusion model. This cutting-edge technology offers significant advantages, promises a wide array of use cases, and continues to ...
Composable-Diffusion, a way to use multiple prompts at once separate prompts using uppercaseAND also supports weights for prompts:a cat :1.2 AND a dog AND a penguin :2.2 No token limit for prompts (original stable diffusion lets you use up to 75 tokens) ...
docker run --name stable-diffusion --pull=always --gpus all -it -p 7860:7860 nicklucche/stable-diffusion the first time you run it, as it will download the model weights (can take a few minutes to do so) and store them on disk (as long as you don't delete the container). Then...
然后采用1/\hat \sigma的系数来rescale latent,这样就尽量保证latent的标准差接近1(防止扩散过程的SNR较高,影响生成效果,具体见latent diffusion论文的D1部分讨论),然后扩散模型也是应用在rescaling的latent上,在解码时只需要将生成的latent
Stable Diffusion是一个强大的文本条件隐式扩散模型(text-conditioned latent diffusion model),它具有根据文字描述生成精美图片的能力。它不仅是一个完全开源的模型(代码,数据,模型全部开源),而且是它的参数量只有1B左右,大部分人可以在普通的显卡上进行推理甚至精调模型。毫不夸张的说,Stable Diffusion的出现和开源对...
Stable Diffusion中U-Net的核心知识解析 AIGC时代的“残差模块”：LoRA模型 Stable Diffusion模型深入浅出...
Running Stable Diffusion in JAX on Intel GPUs Install Required Packages pipinstallflax==0.7.0 transformers==4.27.4 diffusers==0.16.1 datasets==2.12.0 msgpack==1.0.7sudoaptinstallnumactl Run Stable Diffusion Inference Image generation with Stable Diffusion is used for a wide range...
AMD 显卡部署 stable diffusion webUI 1 事先准备 1.1 查看本地系统信息 由于ROCm目前(2024.2.12)只支持linux下使用,所以如果你的系统是windows或者mac(黑苹果)的话就只能使用CPU进行跑图。 进入你的系统, uname -m && cat /etc/*release ## 查看你的系统版本并记住 ...
Demo Stable Diffusion 有三种用法: 根据给定的 prompt 生成图像(demo_txt2img.py)。 根据给定的 prompt 对已有图像进行风格迁移(demo_img2img.py)。 根据给定的 prompt 对已有图像的mask分割区域做修改(demo_inpaint.py)。 不同用法的具体可选参数可以使用以下命令查看: ...
Today, we will be exploring the performance of a variety of professional graphics cards when training LoRAs for use with Stable Diffusion. LoRAs are a popular way of guiding models like SD toward more specific and reliable outputs. For instance, instead of prompting for a “tank” and receiving...