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Update RELEASE_NOTES.md for ZenML 0.70.0 release
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avishniakov committed Nov 11, 2024
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# 0.70.0

The **ZenML 0.70.0** release includes a significant number of database schema changes and migrations, which means upgrading to this version will require extra caution.

## Key Changes

* **Artifact Versioning Improvements**: The handling of artifact versions has been improved, including the ability to batch artifact version requests and more flexible step inputs/outputs management and versioning.
* **Scalability Enhancements**: Various scalability improvements have been made, such as reducing unnecessary server requests and incrementing artifact versions server-side.
* **Documentation Improvements**: The ZenML documentation has been restructured and expanded, including the addition of new sections on finetuning and LLM/ML engineering resources.
* **Bug Fixes**: This release includes several bug fixes, including issues with in-process main module source loading, and more.

## Potential Risk and Mitigation
While this release brings many valuable improvements, the database schema changes and migrations pose a potential risk to users. It is strongly recommended that users:

* **Test the upgrade on a non-production environment**: Before upgrading a production system, test the upgrade process in a non-production environment to identify and address any issues.
* **Back up your data**: Ensure that you have a reliable backup of your ZenML data before attempting the upgrade.

## What's Changed
* Optimizing the CI workflows by @bcdurak in https://github.com/zenml-io/zenml/pull/3145
* Adding 0.68.0 to the migration tests by @bcdurak in https://github.com/zenml-io/zenml/pull/3144
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