从NovelAi的云端部署到post请求

利用GoogleColab部署自己的novalai云端模型,借novelai画二次元图片,auto.js制作软件进行post请求返回图片。GoogleColab的gpu是免费的,但每天是有限额的,每天都会重置。(代码下载地址在文末)

部署前提:能够科学上网进入到GoogleColab。

参考视频:

【【AI绘画】NovelAI终极傻瓜教程 无需任何环境 colab完全线上部署 A卡福音 (可可罗老师讲授)-哔哩哔哩】 https://b23.tv/I2N0ke5

演示:

 

一.云端部署

  第一次云端部署最多半个小时,也是非常简单的。

  1.进入GooleColab:

https://colab.research.google.com/drive/1jr2hwih87DSqixyNM_fmg5qWidUArCQP?usp=sharing

 

依次运行,到加载云盘,

2.加载云盘

加载云盘进入到别人的云盘将云盘所有内容复制过来,右键点击然后复制即可(只能单文件复制,并且复制后的文件带副本这两个字,所以还要自己创建文件夹把相应文件移动到相应文件夹下,并对文件重命名,去掉副本这两个字),

完成后的文件结构如下:

随后继续运行,克隆git仓库,安装依赖,云盘复制版(推荐使用,需先进行文件上传)这三个步骤直接点击运行即可

3.添加api接口:

如果想进行后续post请求访问,那么请修改位于/content/stable-diffusion-webui/modules/ui.py的代码

打开ui.py文件,在其第742行修改代码:

submit.click(**txt2img_args,api_name="jianglaishi")

ctrl+s保存后到第四步部署模型到gradio

4.部署模型到gradio:

  把命令修改一下,去掉

--gradio-auth me:qwerty

方便后续post请求,修改后命令为:

!COMMANDLINE_ARGS="--deepdanbooru --share --gradio-debug" REQS_FILE="requirements.txt" python launch.py

运行,等待出现最后的网址

打开网址,即可进行ai绘图

二.post请求返回图片

在网站最下方有viewapi,点击

根据相应参数进行post请求,这里给个参数模板:

"data": [
   description ,// represents sample input to preprocess. of 'Prompt' Textbox component
   undescription, // represents sample input to preprocess. of 'Negative prompt' Textbox component
   "_KT", // represents selected choice of 'Style 1' Dropdown component
   "_KT", // represents selected choice of 'Style 2' Dropdown component
   20, // represents null of 'Sampling Steps' Slider component
   "Euler a", // represents selected choice of 'Sampling method' Radio component
false  , // represents null of 'Restore faces' Checkbox component
   false, // represents null of 'Tiling' Checkbox component
   1, // represents null of 'Batch count' Slider component
   1, // represents null of 'Batch size' Slider component
   7.0, // represents null of 'CFG Scale' Slider component
   -1, // represents numeric input of 'Seed' Number component
   -1, // represents numeric input of 'Variation seed' Number component
   1.0, // represents null of 'Variation strength' Slider component
   0, // represents null of 'Resize seed from height' Slider component
   0, // represents null of 'Resize seed from width' Slider component
   false, // represents null of 'Extra' Checkbox component
   512, // represents null of 'Height' Slider component
   512, // represents null of 'Width' Slider component
   false, // represents null of 'Highres. fix' Checkbox component
   0.7, // represents null of 'Denoising strength' Slider component
   0, // represents null of 'Firstpass width' Slider component
   0, // represents null of 'Firstpass height' Slider component
   "None", // represents selected choice of 'Script' Dropdown component
   false, // represents null of 'Put variable parts at start of prompt' Checkbox component
   false, // represents null of 'Show Textbox' Checkbox component
   null, // represents List of JSON objects with filename as 'name' property and base64 data as 'data' property of 'File with inputs' File component
   description, // represents sample input to preprocess. of 'Prompts' Textbox component
   "Nothing", // represents selected choice of 'X type' Dropdown component
   null, // represents sample input to preprocess. of 'X values' Textbox component
   "Nothing", // represents selected choice of 'Y type' Dropdown component
   null, // represents sample input to preprocess. of 'Y values' Textbox component
   true, // represents null of 'Draw legend' Checkbox component
   false, // represents null of 'Include Separate Images' Checkbox component
   false, // represents null of 'Keep -1 for seeds' Checkbox component
 ]

由于stable-diffusion-webui项目在不断更新,所以可能会有一些参数改变。

auto.js完整代码:

"ui";
/**
 * 作者: 姜来式
 * QQ: 1216951671
 **/
ui.layout(
    <scroll>
<vertical padding="10dp">
<input  id="prompt" w="*" marginTop="30dp" hint = "这里填正面修饰词"/>
<input  id="unprompt" hint="这里填负面过滤词" />
<button id="word" text = "点击填写示例词汇" style="Widget.AppCompat.Button.Colored" />
<button  id="ai" text="ai作画"style="Widget.AppCompat.Button.Colored" />
<input id="name" hint="这里填要保存的图片文件名"/>
<button  id="save" text="保存" style="Widget.AppCompat.Button.Colored" />
<img  id="picture" w="auto" h="auto"/>

</vertical>
</scroll>
)
var path = "/storage/emulated/0/二次元生成/"
var img;
files.ensureDir(path)
var badwords = "bad anatomy,liquid body,liquid tongue,uncoordinated body,unnatural body,bad hands,fused hand,missing hand,missing feet,bad proportions,obesity,worst quality,low quality,normal quality"
var goodwords = "{{masterpiece}},beautiful,girl,angel"
activity.window.addFlags(android.view.View.SYSTEM_UI_FLAG_LAYOUT_HIDE_NAVIGATION);
var url = "https://d1db3c6ce5bf3e1f.gradio.app/api/jianglaishi"//api接口
var url2 ="https://d1db3c6ce5bf3e1f.gradio.app/file="//读取图片
var generationinfo;
var gallery;
var htmlinfo;
ui.ai.click(function(){
  
   ui.word.setText("正在生成,请耐心等待,大约20s") 
    var description = ui.prompt.getText().toString().trim() 
    var undescription = ui.unprompt.getText().toString().trim()
    threads.start(function(){
  var res = http.postJson(url,{
  "data": [
    description ,// represents sample input to preprocess. of 'Prompt' Textbox component
    undescription, // represents sample input to preprocess. of 'Negative prompt' Textbox component
    "_KT", // represents selected choice of 'Style 1' Dropdown component
    "_KT", // represents selected choice of 'Style 2' Dropdown component
    20, // represents null of 'Sampling Steps' Slider component
    "Euler a", // represents selected choice of 'Sampling method' Radio component
 false  , // represents null of 'Restore faces' Checkbox component
    false, // represents null of 'Tiling' Checkbox component
    1, // represents null of 'Batch count' Slider component
    1, // represents null of 'Batch size' Slider component
    7.0, // represents null of 'CFG Scale' Slider component
    -1, // represents numeric input of 'Seed' Number component
    -1, // represents numeric input of 'Variation seed' Number component
    1.0, // represents null of 'Variation strength' Slider component
    0, // represents null of 'Resize seed from height' Slider component
    0, // represents null of 'Resize seed from width' Slider component
    false, // represents null of 'Extra' Checkbox component
    512, // represents null of 'Height' Slider component
    512, // represents null of 'Width' Slider component
    false, // represents null of 'Highres. fix' Checkbox component
    0.7, // represents null of 'Denoising strength' Slider component
    0, // represents null of 'Firstpass width' Slider component
    0, // represents null of 'Firstpass height' Slider component
    "None", // represents selected choice of 'Script' Dropdown component
    false, // represents null of 'Put variable parts at start of prompt' Checkbox component
    false, // represents null of 'Show Textbox' Checkbox component
    null, // represents List of JSON objects with filename as 'name' property and base64 data as 'data' property of 'File with inputs' File component
    description, // represents sample input to preprocess. of 'Prompts' Textbox component
    "Nothing", // represents selected choice of 'X type' Dropdown component
    null, // represents sample input to preprocess. of 'X values' Textbox component
    "Nothing", // represents selected choice of 'Y type' Dropdown component
    null, // represents sample input to preprocess. of 'Y values' Textbox component
    true, // represents null of 'Draw legend' Checkbox component
    false, // represents null of 'Include Separate Images' Checkbox component
    false, // represents null of 'Keep -1 for seeds' Checkbox component
  ]

      })
      ui.word.setText("点击填写示例词汇")
      var houzhui = res.body.json().data[0][0].name
      img =images.load(url2+houzhui)
      ui.run(()=>{ui.picture.setSource(url2+houzhui)})
      
    })
     
})
ui.save.click(function(){
     let name = ui.name.getText().toString().trim()
     let savepath = path+name+".png"
     img.saveTo(savepath)  
     media.scanFile(savepath)
     toast("保存成功,请到相册查看")
})

ui.word.click(function(){
    ui.prompt.setText(goodwords)
    ui.unprompt.setText(badwords)
})

 

THE END