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Ultimate Paperspace Template

A Swiss knife for Paperspace notebooks

This repository contains scripts to automatically configure your Paperspace notebook with the following features:

  1. Stable diffusion Webui (Feature-rich inference)
  2. Stable diffusion Volta (Fast inference)
  3. Cloudflare tunnel (Expose your webui to the internet)
  4. Sync to Minio Storage
  5. More to come...

WEB UI for this repo: https://github.com/sheldonchiu/paperspace-web

Getting Started

  • Paperspace Console -> Create Notebook -> Advanced options -> Workspace -> Workspace URL: This repository URL
screenshot

OR

  • Start your own notebook and clone this repository
git clone https://github.com/sheldonchiu/Ultimate-Paperspace-Template.git

Usage

export RUN_SCRIPT="<function 1>,<function 1>,..."
bash entry.sh

Configuration

Stable diffusion Webui

Function name: sd-webui

Default Port: 7860

ENV Description Default
MODEL_DIR Directory to store models /tmp/stable-diffusion-models
REPO_DIR Directory to store WebUI repository /storage/stable-diffusion
MODEL_LIST comma separated list of models to download
VAE_LIST comma separated list of vae models to download
LORA_LIST comma separated list of lora models to download
EMBEDDING_LIST comma separated list of embedding models to download
CONTROLNET_LIST comma separated list of controlnet models to download

Currnetly support downloading models from Huggingface, Google drive, CivitAI, Magnet Link, normal URL

Stable Diffusion Volta

Function name: sd-volta

Default Port: 5003

ENV Description Default
MODEL_DIR Directory to store models /tmp/stable-diffusion-models
REPO_DIR Directory to store Volta repository /storage/stable-diffusion-volta
MODEL_LIST comma separated list of models to download

Cloudflare tunnel

Function name: cloudflared

ENV Description Default
CF_TOKEN Cloudflare API token

If CF_TOKEN = "quick" a free tunnel with a tempeory URL will be created

URL will be stored inside /tmp/cloudflared_<port number>.host

Sync to Minio Storage

Function name: minio

ENV Description Default
S3_HOST_URL Minio URL
S3_ACCESS_KEY Minio Access Key
S3_SECRET_KEY Minio Secret Key
S3_MIRROR_PATH Directory to sync to Minio
S3_MIRROR_TO_BUCKET Minio target bucket

If S3_MIRROR_PATH and S3_MIRROR_TO_BUCKET is not given, the script will only setup the Minio client

Example

Run Stable diffusion Webui and expose it to the internet using Cloudflare tunnel

export MODEL_LIST="https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.safetensors,https://huggingface.co/stabilityai/stable-diffusion-2-1/resolve/main/v2-1_768-ema-pruned.safetensors"
export RUN_SCRIPT="sd-webui,cloudflared"
export CF_TOKEN="quick"
bash entry.sh

Contributing

If you have an idea for a new feature or have found a bug, please open an issue or submit a pull request.

Acknowledgements

Stable diffusion Webui setup is based on the following repository:

https://github.com/Engineer-of-Stuff/stable-diffusion-paperspace