Model Versioning Python Packages

wandb

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

swanlab

⚡️SwanLab - an open-source, modern-design AI training tracking and visualization tool. Supports Cloud / Self-hosted use. Integrated with PyTorch / Transformers / verl / LLaMA Factory / ms-swift / Ultralytics / MMEngine / Keras etc.

layer

Metadata store for Production ML

vetiver

Version, share, deploy, and monitor models.

modeldb-community

Open Source ML Model Versioning, Metadata, and Experiment Management

modeldb

Open Source ML Model Versioning, Metadata, and Experiment Management

wandb-ng

A CLI and library for interacting with the Weights and Biases API.

lab-ml

Lab: a command line interface for the management of arbitrary machine learning tasks.

wandb-testing

A CLI and library for interacting with the Weights and Biases API.

wandb-mv

Model versioning using Weight&Biases with Python.

newron

Newron is a data-centric ML platform to easily build, manage, deploy and continuously improve models through data driven development.

newron-sdk

Newron is a data-centric ML platform to easily build, manage, deploy and continuously improve models through data driven development.

ormb

ormb warehouse

tendb

A CLI and library for interacting with the Weights & Biases API.

custom-wandb

A CLI and library for interacting with the Weights & Biases API.

wandb-zc

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.