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Docker image for InstantID : Zero-shot Identity-Preserving Generation in Seconds

License: GNU General Public License v3.0

Dockerfile 9.32% Python 73.30% Shell 11.76% HCL 5.62%

instantid-docker's Introduction

Docker image for InstantID : Zero-shot Identity-Preserving Generation in Seconds

Installs

Ubuntu 22.04 LTS
CUDA 11.8
Python 3.10.12
InstantID
Torch 2.2.2
xformers 0.0.25.post1
Jupyter Lab
runpodctl
OhMyRunPod
RunPod File Uploader
croc
rclone

Available on RunPod

This image is designed to work on RunPod. You can use my custom RunPod template to launch it on RunPod.

Building the Docker image

Note

You will need to edit the docker-bake.hcl file and update REGISTRY_USER, and RELEASE. You can obviously edit the other values too, but these are the most important ones.

# Clone the repo
git clone https://github.com/ashleykleynhans/instantid-docker.git

# Log in to Docker Hub
docker login

# Build the image, tag the image, and push the image to Docker Hub
cd instantid-docker
docker buildx bake -f docker-bake.hcl --push

# Same as above but customize registry/user/release:
REGISTRY=ghcr.io REGISTRY_USER=myuser RELEASE=my-release docker buildx \
    bake -f docker-bake.hcl --push

Running Locally

Install Nvidia CUDA Driver

Start the Docker container

docker run -d \
  --gpus all \
  -v /workspace \
  -p 3000:3001 \
  -p 8888:8888 \
  -p 2999:2999 \
  -e VENV_PATH=/workspace/venvs/instantid \
  ashleykza/instantid:latest

You can obviously substitute the image name and tag with your own.

Ports

Connect Port	Internal Port	Description
3000	3001	InstantID
8888	8888	Jupyter Lab
2999	2999	RunPod File Uploader

Environment Variables

Variable	Description	Default
VENV_PATH	Set the path for the Python venv for the app	/workspace/venvs/instantid
JUPYTER_LAB_PASSWORD	Set a password for Jupyter lab	not set - no password
DISABLE_AUTOLAUNCH	Disable InstantID from launching automatically	(not set)