一键部署中文文生图模型(太乙Stable Diffusion在webui)
前言
中文意境,运笔而生。
相关报道:
以梦为马
![一键部署中文文生图模型(太乙Stable Diffusion在webui)](https://17yongai-1300108438.cos.ap-beijing.myqcloud.com/ftp/uploads/2023-03-22/1679457873787.png?imageMogr2/format/webp)
Prompt:
宇航员骑着马, 一匹白色的马, 在太空, 遥望地球, 4k壁纸, 插画
Negative prompt: 广告, nsfw, 水印, 素材, 新闻, 报道, 资讯, 图片, ,
Steps: 24, Sampler: PLMS, CFG scale: 7, Seed: 382472925, Size: 832×448, Model hash: e2e75020, Batch size: 6, Batch pos: 0
更多的prompt可以参考:太乙绘画使用手册1.1
一键部署
本文基于 太乙 Taiyi-Stable-Diffusion-1B-Chinese-v0.1:
但是很多同学没有办法用上我们的模型,所以我们做了一个一键部署webui的脚本:
感谢
测试环境:Linux服务器。测试环境:Linux服务器。
第一步
因为原生的webui只支持中文,所以我们需要用到 封神榜 团队做的webui:
第二步
一键配置相关环境
这一步会需要一些时间,因为会安装非常多相关的python库等。(下载模型的时候,会需要一些时间,因为我们的模型有7GB)
中间会询问,是不是需要下载:
![一键部署中文文生图模型(太乙Stable Diffusion在webui)](https://17yongai-1300108438.cos.ap-beijing.myqcloud.com/ftp/uploads/2023-03-22/1679457880312.png?imageMogr2/format/webp)
我选了1,下载。
我的输出是这样的:
Install script for stable-diffusion + Web UI
Tested on Debian 11 (Bullseye)
################################################################
################################################################
Running on wangjunjie user
################################################################
################################################################
Repo already cloned, using it as install directory
################################################################
################################################################
Create and activate python venv
################################################################
################################################################
Launching launch.py…
################################################################
Python 3.9.12 (main, Jun 1 2022, 11:38:51)
[GCC 7.5.0]
Commit hash: fa2990b8fbf068c79a5d6a4fbef57e662e2747ef
Installing torch and torchvision
Installing gfpgan
Installing clip
Cloning Stable Diffusion into repositories/stable-diffusion…
Cloning Taming Transformers into repositories/taming-transformers…
Cloning K-diffusion into repositories/k-diffusion…
Cloning CodeFormer into repositories/CodeFormer…
Cloning BLIP into repositories/BLIP…
Installing requirements for CodeFormer
Installing requirements for Web UI
Cloning taiyi_model into repositories/Taiyi-Stable-Diffusion-1B-Chinese-v0.1…
Looking in indexes: https://pypi.tuna.tsinghua.edu.cn/simple
Obtaining file:///your/path/projects/webui/stable-diffusion-webui
ERROR: file:///your/path/projects/webui/stable-diffusion-webui does not appear to be a Python project: neither setup.py nor pyproject.toml found.
WARNING: You are using pip version 22.0.4; however, version 22.3.1 is available.
You should consider upgrading via the /your/path/projects/webui/stable-diffusion-webui/venv/bin/python3 -m pip install –upgrade pip command.
Launching Web UI with arguments: –ckpt /your/path/projects/webui/stable-diffusion-webui/repositories/Taiyi-Stable-Diffusion-1B-Chinese-v0.1/Taiyi-Stable-Diffusion-1B-Chinese-v0.1.ckpt –listen –port 12345
LatentDiffusion: Running in eps-prediction mode
DiffusionWrapper has 859.52 M params.
making attention of type vanilla with 512 in_channels
Working with z of shape (1, 4, 32, 32) = 4096 dimensions.
making attention of type vanilla with 512 in_channels
Loading weights [e2e75020] from /your/path/projects/webui/stable-diffusion-webui/repositories/Taiyi-Stable-Diffusion-1B-Chinese-v0.1/Taiyi-Stable-Diffusion-1B-Chinese-v0.1.ckpt
Applying cross attention optimization (Doggettx).
Model loaded.
Loaded a total of 0 textual inversion embeddings.
Embeddings:
Traceback (most recent call last):
File “/your/path/projects/webui/stable-diffusion-webui/venv/lib/python3.9/site-packages/gradio/networking.py”, line 120, in start_server
s.bind((LOCALHOST_NAME, server_port))
OSError: [Errno 98] Address already in use
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File “/your/path/projects/webui/stable-diffusion-webui/launch.py”, line 280, in <module>
start()
File “/your/path/projects/webui/stable-diffusion-webui/launch.py”, line 274, in start
webui.webui()
File “/your/path/projects/webui/stable-diffusion-webui/webui.py”, line 151, in webui
app, local_url, share_url = demo.launch(
File “/your/path/projects/webui/stable-diffusion-webui/venv/lib/python3.9/site-packages/gradio/blocks.py”, line 1255, in launch
server_name, server_port, local_url, app, server = networking.start_server(
File “/your/path/projects/webui/stable-diffusion-webui/venv/lib/python3.9/site-packages/gradio/networking.py”, line 123, in start_server
raise OSError(
OSError: Port 12345 is in use. If a gradio.Blocks is running on the port, you can close() it or gradio.close_all().
我这属于是端口12345给占用了。。。
第三步
运行!
我把端口改到了23333。
这样,你的webui就会开放在 服务器的 23333 端口了。我通过vscode做了一个端口转发出来。
![一键部署中文文生图模型(太乙Stable Diffusion在webui)](https://17yongai-1300108438.cos.ap-beijing.myqcloud.com/ftp/uploads/2023-03-22/1679457884773.png?imageMogr2/format/webp)
打开之后:
![一键部署中文文生图模型(太乙Stable Diffusion在webui)](https://17yongai-1300108438.cos.ap-beijing.myqcloud.com/ftp/uploads/2023-03-22/1679457890620.png?imageMogr2/format/webp)
中文界面
找到settings
找到User interface,下面有一个Localization (requires restart)
把选项切换到zh_CN
划到最上面点击apply settings
再划到最下面,点击
Restart Gradio and Refresh components (Custom Scripts,ui.py, js and css only)
![一键部署中文文生图模型(太乙Stable Diffusion在webui)](https://17yongai-1300108438.cos.ap-beijing.myqcloud.com/ftp/uploads/2023-03-22/1679457940538.png?imageMogr2/format/webp)
这时候界面会重新加载,重新加载完了以后就汉化好了(要是宕机了,提示你端口被占用,你就再启动换一个端口就行了。当然,你也可以直接修改config.json)
![一键部署中文文生图模型(太乙Stable Diffusion在webui)](https://17yongai-1300108438.cos.ap-beijing.myqcloud.com/ftp/uploads/2023-03-22/1679457946650.png?imageMogr2/format/webp)
生成图片
东临碣石, 以观沧海, 波涛汹涌, 插画
Negative prompt: 广告, nsfw, 水印, 素材, 新闻, 报道, 资讯, 图片, ,
Steps: 24, Sampler: PLMS, CFG scale: 7, Seed: 4144539673, Size: 832×448, Model hash: e2e75020, Batch size: 6, Batch pos: 0
![一键部署中文文生图模型(太乙Stable Diffusion在webui)](https://17yongai-1300108438.cos.ap-beijing.myqcloud.com/ftp/uploads/2023-03-22/1679457951448.png?imageMogr2/format/webp)
飞流直下三千尺, 疑是银河落九天, 瀑布, 银河, 插画
Negative prompt: 广告, nsfw, 水印, 素材, 新闻, 报道, 资讯, 图片, ,
Steps: 24, Sampler: PLMS, CFG scale: 7, Seed: 3180131548, Size: 832×448, Model hash: e2e75020, Batch size: 6, Batch pos: 0
![一键部署中文文生图模型(太乙Stable Diffusion在webui)](https://17yongai-1300108438.cos.ap-beijing.myqcloud.com/ftp/uploads/2023-03-22/1679457957872.png?imageMogr2/format/webp)
科幻, 外星文明, 建筑, 4k壁纸
Negative prompt: 广告, nsfw, 水印, 素材, 新闻, 报道, 资讯, 图片, ,
Steps: 24, Sampler: PLMS, CFG scale: 7, Seed: 1405117145, Size: 832×448, Model hash: e2e75020, Batch size: 6, Batch pos: 0
赛博朋克, 中国都市, 霓虹, 4k壁纸
Negative prompt: 广告, nsfw, 水印, 素材, 新闻, 报道, 资讯, 图片, ,
Steps: 24, Sampler: PLMS, CFG scale: 7, Seed: 3723781975, Size: 832×448, Model hash: e2e75020, Batch size: 6, Batch pos: 0
![一键部署中文文生图模型(太乙Stable Diffusion在webui)](https://17yongai-1300108438.cos.ap-beijing.myqcloud.com/ftp/uploads/2023-03-22/1679457989397.png?imageMogr2/format/webp)
日出, 港口, 油画, 4k壁纸
Negative prompt: 广告, nsfw, 水印, 素材, 新闻, 报道, 资讯, 图片, ,
Steps: 24, Sampler: PLMS, CFG scale: 7, Seed: 203749013, Size: 832×448, Model hash: e2e75020, Batch size: 6, Batch pos: 0
![一键部署中文文生图模型(太乙Stable Diffusion在webui)](https://17yongai-1300108438.cos.ap-beijing.myqcloud.com/ftp/uploads/2023-03-22/1679457994648.png?imageMogr2/format/webp)
春天, 花朵漫山遍野, 蓝色的天空, 樱花, 4k壁纸, 插画
Negative prompt: 广告, nsfw, 水印, 素材, 新闻, 报道, 资讯, 图片, ,
Steps: 24, Sampler: PLMS, CFG scale: 7, Seed: 2357673386, Size: 832×448, Model hash: e2e75020, Batch size: 6, Batch pos: 0
我试了试歌词:
缓缓飘落的枫叶想思念, 4k壁纸
Negative prompt: 广告, nsfw, 水印, 素材, 新闻, 报道, 资讯, 图片, ,
Steps: 24, Sampler: Euler a, CFG scale: 7, Seed: 255431060, Size: 832×448, Model hash: e2e75020, Batch size: 6, Batch pos: 0
![一键部署中文文生图模型(太乙Stable Diffusion在webui)](https://17yongai-1300108438.cos.ap-beijing.myqcloud.com/ftp/uploads/2023-03-22/1679458026690.png?imageMogr2/format/webp)
深圳, 4k壁纸, 油画
Negative prompt: 广告, nsfw, 水印, 素材, 新闻, 报道, 资讯, 图片, ,
Steps: 24, Sampler: Euler a, CFG scale: 7, Seed: 3309030834, Size: 832×448, Model hash: e2e75020, Batch size: 6, Batch pos: 0
![一键部署中文文生图模型(太乙Stable Diffusion在webui)](https://17yongai-1300108438.cos.ap-beijing.myqcloud.com/ftp/uploads/2023-03-22/1679458033257.png?imageMogr2/format/webp)
试一下抽象点的:
未来派的精美激光追踪, 4k壁纸, 水彩画
Negative prompt: 广告, nsfw, 水印, 素材, 新闻, 报道, 资讯, 图片, ,
Steps: 24, Sampler: PLMS, CFG scale: 7, Seed: 1042635182, Size: 832×448, Model hash: e2e75020, Batch size: 6, Batch pos: 0
画画可以咋样呢?
一个丰盛的水果篮放在桌子上, 4k壁纸, 油画
Negative prompt: 广告, nsfw, 水印, 素材, 新闻, 报道, 资讯, 图片, ,
Steps: 24, Sampler: PLMS, CFG scale: 7, Seed: 3021332111, Size: 832×448, Model hash: e2e75020, Batch size: 6, Batch pos: 0
一辆汽车, 波普艺术, 4k壁纸, 插画
Negative prompt: 广告, nsfw, 水印, 素材, 新闻, 报道, 资讯, 图片, ,
Steps: 24, Sampler: PLMS, CFG scale: 7, Seed: 2577380388, Size: 832×448, Model hash: e2e75020, Batch size: 6, Batch pos: 0
一些抑郁的向日葵, 在花瓶里, 4k壁纸, 油画
Negative prompt: 广告, nsfw, 水印, 素材, 新闻, 报道, 资讯, 图片, ,
Steps: 24, Sampler: PLMS, CFG scale: 7, Seed: 522521927, Size: 832×448, Model hash: e2e75020, Batch size: 6, Batch pos: 0
做ppt我想搞个插图:
神经网络, 人工智能, 插画
Negative prompt: 广告, nsfw, 水印, 素材, 新闻, 报道, 资讯, 图片, ,
Steps: 24, Sampler: DDIM, CFG scale: 7, Seed: 1981883095, Size: 832×448, Model hash: e2e75020, Batch size: 6, Batch pos: 0
还有一件事
上面还是太乙stable diffusion的0.1版本哦。
我们很快会推出下一个版本的stable diffusion~
预告一下,相当好玩~