mlop: An Fully OSS alternative to wandb

Hey guys, just launched a fully open source alternative to wandb called mlop.ai, that is performant and secure (yes our backend is in rust). Its fully compatible with the wandb API so migration is just a one line change.

WandB has pretty bad performance, they block on .log calls. This video shows a comparison of what non-blocking logging+upload actually looks like, unlike what wandb’s commercial implementation does despite their claims.

If you want to self-host it you can do it easily with a one-liner sudo docker-compose --env-file .env up --build in the server repo, then simply point to it in the python client mlop.init(settings={"host": "localhost"})

GitHub: github.com/mlop-ai/mlop

PyPI: pypi.org/project/mlop/

Docs: docs.mlop.ai

We are two developers and just got started, so do expect some bugs, but any feedback would be great, we will fix them ASAP