Author: Han Xie
The previous article talked about how to use Serverless Devs and Function Compute to quickly experience the deployment of Stable Diffusion. This article continues to talk about how to solve the problem of dynamic model loading, from playing to using.
Thoughts
In fact, it is very simple, we only need to map the dynamic path in the image to NAS [ 1] file storage, and use NAS for independent storage File models, extensions, language packs, etc., and we can separately configure a visual background for managing NAS, and manage our files in a simple way of uploading and deleting files. For this reason, we need to expand the mirroring script, in order to complete the entire process Let’s take a look at the overall preparations next.
Preparation items
-
Open Alibaba Cloud Function Compute [ 2]
-
File storage NAS (you can create an instance with better performance according to the situation)
-
Open Alibaba Cloud Container Mirroring Service ACR [ 3]
-
Install Serverless Devs [ 4]
$ npm install @serverless-devs/s -g
- Use Serverless Devs Configure Alibaba Cloud key information [ 5]
Quick start
Initialize application template
s init fc-stable-diffusion-plus
Select region: cn-hangzhou
Input image: registry.cn-hangzhou.aliyuncs.com/serverlessdevshanxie/sd-auto-nas:v1
Deploy application template
cd fc-stable-diffusion-plus & amp; & amp; s deploy
Deployment will take some time (estimated 5 minutes), after which you will receive two domain names back.
fc-nas-init:
region: cn-hangzhou
service:
name: fc-stable-diffusion-plus
function:
name: nas-init
runtime: python3.9
handler: index.handler
memorySize: 3072
timeout: 1200
cpu: 2
diskSize: 512
fc-nas-filemgr:
region: cn-hangzhou
service:
name: fc-stable-diffusion-plus
function:
name: admin
runtime: custom
handler: index.handler
memorySize: 3072
timeout: 7200
cpu: 2
diskSize: 512
url:
system_url: https://xxx.cn-hangzhou.fcapp.run
system_intranet_url: https://xxx.cn-hangzhou-vpc.fcapp.run
custom_domain:
-
domain: http://admin.fc-stable-diffusion-plus.xxxx.cn-hangzhou.fc.devsapp.net
triggers:
-
type: http
name: httpTrigger
keep-warm:
region: cn-hangzhou
service:
name: fc-stable-diffusion-plus
function:
name: keep-warm
runtime: python3
handler: index.handler
memorySize: 128
timeout: 120
cpu: 0.1
diskSize: 512
triggers:
-
type: timer
name: timerTrigger
stable-diffusion-sd-server:
region: cn-hangzhou
service:
name: fc-stable-diffusion-plus
function:
name: sd
runtime: custom-container
handler: index.handler
memorySize: 32768
timeout: 600
cpu: 8
diskSize: 10240
url:
system_url: https://xxx.cn-hangzhou.fcapp.run
system_intranet_url: https://xxx.cn-hangzhou-vpc.fcapp.run
custom_domain:
-
domain: http://sd.fc-stable-diffusion-plus.xxxxx.cn-hangzhou.fc.devsapp.net
triggers:
-
type: http
name: defaultTrigger
in:
http://admin.fc-stable-diffusion-plus.xxxx.cn-hangzhou.fc.devsapp.net is the background management page
http://sd.fc-stable-diffusion-plus.xxxxx.cn-hangzhou.fc.devsapp.net is the interface of Stable Diffusion
Upload model
Because the model part is removed from the above container image, you cannot start the Stable Diffusion interface yet. You need to upload your own model, and then start the Stable Diffusion interface. There are two ways to upload the model:
Method 1
Upload through the visual interface, visit http://admin.fc-stable-diffusion-plus.xxxx.cn-hangzhou.fc.devsapp.net, click on it, after configuring the login password, come to this interface: file management, and then Enter “/mnt/auto/sd” in the path bar
You will see the local directory you are familiar with~
Then visit models/Stable-diffusion/ and drag the model in.
However, it is worth noting that the model uploaded in this way will be unstable when it exceeds 2 or 3 G. So if your model is very large, you can consider using the nas command we provide.
Method 2
Use the nas command to upload, enter the project root directory, and execute ↓
s fc-nas-init nas upload -r <your model address> /mnt/auto/sd/models/Stable-diffusion/
That’s it, all that’s left is to wait, which can take up to 30 minutes.
Note: Others such as controlNet and extension can follow a similar method, but pay attention to changing the corresponding nas address.
Page preview
When we are ready, we start using the page, open this address↓
http://sd.fc-stable-diffusion-plus.xxxxx.cn-hangzhou.fc.devsapp.net There will be a certain loading time on cold start.
Wen Shengtu
Graphic graph
Others can explore more by themselves.
Prize experience
Alibaba Cloud will provide free serverless function computing product resources, and invite you to experience the pleasure of painting by AIGC-level masters such as Picasso, Leonardo da Vinci, and Van Gogh. Please let your imagination run wild! ! Double prize setting, complete the experience scene, you can get 1000 points in the community to exchange for prizes, and you can also participate in the AI-generated image competition to win Airpods, 500 yuan cat super card and community custom pillows!
Experience address:
https://developer.aliyun.com/topic/aigc
You can also easily make the following paintings
Related links:
[1] NAS
https://www.aliyun.com/product/nas?spm=5176
[2] Function Compute
https://www.aliyun.com/product/fc?spm=5176.devs
[3] Container Mirroring Service ACR
https://www.aliyun.com/product/acr?spm=5176.28055625.J_3207526240.121.1d22154aWn0gl1 & amp;scm=20140722.M_4776670._.V_1
[4] Serverless Devs
https://docs.serverless-devs.com/serverless-devs/quick_start
[5] Configure Alibaba Cloud key information
https://docs.serverless-devs.com/serverless-devs/command/config#config-add-command
Click here to enter the experience