Open Source Alternatives to Weights & Biases
2 free, open source replacements for Weights & Biases. Self-hostable, transparent, and community-driven.
ML
MLflow✓ Verified★ 19K
ML lifecycle platform. Experiment tracking, model registry, deployment, and reproducibility.
Alt: Weights & Biases, Neptune
DV
DVC✓ Verified★ 14K
Data Version Control. Git for data and ML models. Track experiments and build pipelines.
Alt: Git LFS, Pachyderm
Why switch from Weights & Biases?
Switching to an open source alternative to Weights & Biases gives you full control over your data, eliminates vendor lock-in, and often reduces costs. These projects are maintained by active communities and can be self-hosted on your own infrastructure for maximum privacy and customization.