#Model-versioning

wandb

wandb

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

SwanHubX

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.

VertaAI

modeldb

Open Source ML Model Versioning, Metadata, and Experiment Management

kleveross

ormb

Docker for Your ML/DL Models Based on OCI Artifacts

layerai-archive

sdk

Metadata store for Production ML

kleveross

klever-model-registry

Cloud Native Machine Learning Model Registry