这里使用了 TensorFlow Model Optimization Toolkit 中的prune_low_magnitude函数来进行权重剪枝。 3.2 CPU与GPU权重切换 首先,对Stable Diffusion(SD)模型进行权重划分,将模型的不同部分或模块的权重进行分类。这可以根据模型结构、层级或其他相关因素进行,确保权重的划分具有合理性和可行性。 初始加载到CPU:将整个模型或...
4.打开你的 SD WebUI本地部署文件夹\models\Stable-diffusion文件夹, 复制[final-prune. ckpt]模型文件 5.把[final-prune. ckpt]模型文件复制到 Lora 训练包\lora-scripts\sd-models文件夹下, 并改名为[model. ckpt] 6.回到配置文件继续修改训练数据集路径,把路径改为./train/satono (就是你之前建立的的[...
reddit上有一段很好的解释:https://www.reddit.com/r/StableDiffusion/comments/xymibu/what_does_it_mean_to_prune_a_model/ A neural network is just a bunch of math operations. The "neurons" are connected by various "weights," which is to say, the output of a neuron is multipled by a wei...
Loading weights 【925997e9】 from D:\Novle Ai-s\novelai-webui-aki\models\Stable-diffusion\final-prune.ckptError verifying pickled file from D:\Novle Ai-s\novelai-webui-aki\models\Stable-diffusion\final-prune.ckpt:Traceback (most recent call last): File "D:\Novle Ai-s\novelai-webui-...
Model merge extention forAUTOMATIC1111's stable-diffusion-webui Merge models can be loaded directly for generation without saving Overview This extension allows merged models to be loaded as models for image generation without saving them. This extension can prevent the use of HDD and SSD. This ex...
Loading weights 【925997e9】 from D:\Novle Ai-s\novelai-webui-aki\models\Stable-diffusion\final-prune.ckptError verifying pickled file from D:\Novle Ai-s\novelai-webui-aki\models\Stable-diffusion\final-prune.ckpt:Traceback (most recent call last): File "D:\Novle Ai-s\novelai-webui-...
Loading weights 【925997e9】 from D:\Novle Ai-s\novelai-webui-aki\models\Stable-diffusion\final-prune.ckptError verifying pickled file from D:\Novle Ai-s\novelai-webui-aki\models\Stable-diffusion\final-prune.ckpt:Traceback (most recent call last): File "D:\Novle Ai-s\novelai-webui-...
Loading weights 【925997e9】 from D:\Novle Ai-s\novelai-webui-aki\models\Stable-diffusion\final-prune.ckptError verifying pickled file from D:\Novle Ai-s\novelai-webui-aki\models\Stable-diffusion\final-prune.ckpt:Traceback (most recent call last): File "D:\Novle Ai-s\novelai-webui-...
一个是pruned,这个pruned是什么意思?reddit上有一段很好的解释: https://www.reddit.com/r/StableDiffusion/comments/xymibu/what_does_it_mean_to_prune_a_model/ A neural network is just a bunch of math operations. The "neurons" are connected by various "weights," which is to say, the output ...
git clone --depth 2 https://github.com/AUTOMATIC1111/stable-diffusion-webui.git 进入目录,使用conda安装pytorch等依赖 cd stable-diffusion-webui conda env update --file environment-wsl2.yaml --prune 安装好后激活环境 conda activate automatic ...