From e236b087b5983c44cc1fb505e0192bfb536c58e3 Mon Sep 17 00:00:00 2001 From: zdongs Date: Fri, 6 Sep 2024 18:09:55 +0800 Subject: [PATCH] vault backup: 2024-09-06 18:09:55 --- .obsidian/workspace.json | 20 ++-- ...-diffusion API\346\216\245\345\217\243.md" | 109 ++++++++++++++++++ _posts/pool/2024-09-06.md | 8 -- 3 files changed, 119 insertions(+), 18 deletions(-) create mode 100644 "_posts/pool/2024-09-06-windows\346\227\240cpu\345\220\257\345\212\250stable-diffusion API\346\216\245\345\217\243.md" delete mode 100644 _posts/pool/2024-09-06.md diff --git a/.obsidian/workspace.json b/.obsidian/workspace.json index 3a40b2f..9d3731a 100644 --- a/.obsidian/workspace.json +++ b/.obsidian/workspace.json @@ -13,7 +13,7 @@ "state": { "type": "markdown", "state": { - "file": "_posts/pool/2024-09-05-日记.md", + "file": "_posts/pool/2024-09-06-windows无cpu启动stable-diffusion API接口.md", "mode": "source", "source": false } @@ -69,7 +69,8 @@ } ], "direction": "horizontal", - "width": 300 + "width": 300, + "collapsed": true }, "right": { "id": "55bf47326259e19a", @@ -85,7 +86,7 @@ "state": { "type": "backlink", "state": { - "file": "_posts/pool/2024-09-05-日记.md", + "file": "_posts/pool/2024-09-06-windows无cpu启动stable-diffusion API接口.md", "collapseAll": false, "extraContext": false, "sortOrder": "alphabetical", @@ -102,7 +103,7 @@ "state": { "type": "outgoing-link", "state": { - "file": "_posts/pool/2024-09-05-日记.md", + "file": "_posts/pool/2024-09-06-windows无cpu启动stable-diffusion API接口.md", "linksCollapsed": false, "unlinkedCollapsed": true } @@ -125,7 +126,7 @@ "state": { "type": "outline", "state": { - "file": "_posts/pool/2024-09-05-日记.md" + "file": "_posts/pool/2024-09-06-windows无cpu启动stable-diffusion API接口.md" } } }, @@ -152,25 +153,24 @@ "daily-notes:打开/创建今天的日记": false, "templates:插入模板": false, "command-palette:打开命令面板": false, - "obsidian-git:Open Git source control": false, - "copilot:Copilot Chat": false + "obsidian-git:Open Git source control": false } }, "active": "80f516ebdcd05899", "lastOpenFiles": [ + "_posts/pool/2024-09-05-日记.md", + "_posts/engineering/2024-09-05-免费且私密的联网搜索组件duckduckgo.md", "_posts/pool/2024-09-06-github_page+obsidian实现个人笔记云管理.md", "assets/img/Dingtalk_20240906103705.jpg", "assets/img/Dingtalk_20240906103403.jpg", "_posts/pool/2024-08-13-generator.md", "_template/tech_note.md", - "_posts/pool/2024-09-06.md", + "_posts/pool/2024-09-06-windows无cpu启动stable-diffusion API接口.md", "assets/img/Dingtalk_20240906094335.jpg", "_posts/game/2024-06-27-猫国建设者原版开启小猫科学家.md", "assets/img.md", "assets/img", "assets/新建文件夹", - "_posts/engineering/2024-09-05-免费且私密的联网搜索组件duckduckgo.md", - "_posts/pool/2024-09-05-日记.md", "_posts/pool/2024-09-04-模板测试.md", "_posts/engineering/2024-08-13-transformers.Trainer中wandb的关闭.md", "_template/time_note.md", diff --git "a/_posts/pool/2024-09-06-windows\346\227\240cpu\345\220\257\345\212\250stable-diffusion API\346\216\245\345\217\243.md" "b/_posts/pool/2024-09-06-windows\346\227\240cpu\345\220\257\345\212\250stable-diffusion API\346\216\245\345\217\243.md" new file mode 100644 index 0000000..b1c79fb --- /dev/null +++ "b/_posts/pool/2024-09-06-windows\346\227\240cpu\345\220\257\345\212\250stable-diffusion API\346\216\245\345\217\243.md" @@ -0,0 +1,109 @@ +--- +title: windows无cpu启动stable-diffusion-webui +author: X +date: 2024-09-06 10:27:50 +0800 +categories: +tags: +--- +# 参考文档 +[【奶奶看了也不会】AI绘画 Mac安装stable-diffusion-webui绘制AI妹子保姆级教程](https://zhuanlan.zhihu.com/p/609620596) +[新手向，Stable Diffusion API 接口，在本地调用](https://blog.csdn.net/qq_36645932/article/details/130183786) + +# 写在前面 +本文关于sd-webui的cpu部署部分，是基于参考文档的windows版修正，前半部分操作一致，但由于咱们算是开发人员，因此过于小白的步骤在此一带而过了，原文写得已经很详细。 + +# CPU部署 + +## 准备工作 + +- Python3.10.6版本（已安装其他版本也不要紧，X使用的就是3.11） +- stable-diffusion-webui代码下载，下载地址：[https://github.com/AUTOMATIC1111/stable-diffusion-webui](https://link.zhihu.com/?target=https%3A//github.com/AUTOMATIC1111/stable-diffusion-webui) + +## 安装 + +### 依赖安装 + +1. conda环境创建，此处不赘述 +2. 启动环境，从github上把stable-diffusion-webui的[源代码](https://zhida.zhihu.com/search?q=%E6%BA%90%E4%BB%A3%E7%A0%81&zhida_source=entity&is_preview=1)下载下来，进入到stable-diffusion-webui目录下，执行↓ +```bash + pip install -r requirements_versions.txt +``` + +### 模型安装（下载） + +所谓模型安装其实就是下载到指定文件夹。 + +**官方模型下载（checkpoint模型）** + +下载地址：[https://huggingface.co/CompVis/stable-diffusion-v-1-4-original](https://link.zhihu.com/?target=https%3A//huggingface.co/CompVis/stable-diffusion-v-1-4-original) + +下载 `sd-v1-4.ckpt` 或者 `[sd-v1-4-full-ema.ckpt](https://zhida.zhihu.com/search?q=sd-v1-4-full-ema.ckpt&zhida_source=entity&is_preview=1)`。 + +**LoRA模型** + +下载地址：[https://civitai.com/models/6424](https://link.zhihu.com/?target=https%3A//civitai.com/models/6424/chilloutmix) + +- 对于**checkpoint模型**，请移动到`stable-diffusion-webui/models/Stable-diffusion`⽬录下 +- 对于**LoRA模型**，请移动到`stable-diffusion-webui/models/Lora`目录下（没有就自己新建一个） +- 其他模型按对应的类型移到对应的目录下 + +## 运行项目（与原文有所不同） + +### **修改lanuch.py文件** + +在原文件开头添加： +```python +import os +os.environ["no_proxy"] = "localhost,127.0.0.1,::1" +``` + +这个是在本身使用代理服务的基础上修改代理设置，否则会报错： +```bash +ValueError: When localhost is not accessible, a shareable link must be created. Please set share=True or check your proxy settings to allow access to localhost. +``` + +如果没挂代理，忽略这个设置也没问题。 + +>参考文档：[ ValueError: When localhost is not accessible, a shareable link must be created. Please set share=True.](https://github.com/chenfei-wu/TaskMatrix/issues/250) + +### **运行项目** + +stable diffusion在windows部署（CPU版） +```bash +python launch.py --skip-torch-cuda-test --no-half --api +``` + +这里面前两个启动参数，都测试过了，没有就会报错启动不了。最后一个`--api`，不确定如果没有的话会不会影响api调用，估计会吧！ + +# API接口 + +与参考文档基本一致，区别是，使用代理的情况下，同样需要添加`no_proxy`环境变量，最终的调用demo如下： + +```python +import os +import io +import base64 +from PIL import Image + +os.environ["no_proxy"] = "localhost,127.0.0.1,::1" + +import requests + +url = "http://127.0.0.1:7860" + +payload = {"prompt": "puppy dog", "steps": 5} + +response = requests.post(url=f"{url}/sdapi/v1/txt2img", json=payload) + +if response.status_code == 200: +    r = response.json() + +    for i in r["images"]: +        image = Image.open(io.BytesIO(base64.b64decode(i.split(",", 1)[0]))) +        image.save("output.png") +else: +    print(response.status_code, response.reason) +    print("response.text:", response.text) +``` + +跑了一下，效果还是蛮可以的，半分钟一张图。 \ No newline at end of file diff --git a/_posts/pool/2024-09-06.md b/_posts/pool/2024-09-06.md deleted file mode 100644 index 010d05d..0000000 --- a/_posts/pool/2024-09-06.md +++ /dev/null @@ -1,8 +0,0 @@ ---- -title: -author: X -date: "2024-09-06 10:27:50 +0800" -categories: -tags: ---- -打发打发 \ No newline at end of file