zenml
https://github.com/zenml-io/zenml
Python
ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.
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- Issues
- Integrate `safetensors` for model serialization
- [BUG]: Importing `annotations` from `__future__` breaks pipeline compilation
- Add Active Stack as part of configuration YAML
- Resolve Vertex Scheduler Character Limit Issue for Long Pipeline Names
- Improve logging logic to improve/fix GPU performance
- Update Vertex orchestrator to allow for custom disk size and type
- Resolve Case Sensitivity Issue in ZenML Stack Renaming
- Implement Error Handling for Kubernetes Version Mismatch in ZenML
- Schedules don't work well with time zones
- Support `>1.0` for OpenAI integration/package
- Docs
- Python not yet supported