Docker image for Audiocraft Plus

About

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

Installs

• Ubuntu 22.04 LTS
• CUDA 11.8
• Python 3.10.12
• Audiocraft Plus 2.0.1
• 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/audiocraft-docker.git

# Log in to Docker Hub
docker login

# Build the image, tag the image, and push the image to Docker Hub
cd audiocraft-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

• Linux
• Windows

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/audiocraft_plus" \
  ashleykza/audiocraft:latest

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

Ports

Connect Port	Internal Port	Description
3000	3001	Audiocraft Plus
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/audiocraft_plus
JUPYTER_LAB_PASSWORD	Set a password for Jupyter lab	not set - no password
DISABLE_AUTOLAUNCH	Disable Web UIs from launching automatically	(not set)

Logs

Audiocraft Plus creates a log file, and you can tail the log instead of killing the service to view the logs.

Application	Log file
Audiocraft Plus	/workspace/logs/audiocraft.log

For example:

tail -f /workspace/logs/audiocraft.log

Community and Contributing

Pull requests and issues on GitHub are welcome. Bug fixes and new features are encouraged.

Appreciate my work?