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MLflow 2.11.2

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@BenWilson2 BenWilson2 released this 20 Mar 02:14
· 1307 commits to master since this release
c4bf4a9

MLflow 2.11.2 is a patch release that introduces corrections for the support of custom transformer models, resolves LangChain integration problems, and includes several fixes to enhance stability.

New features:
[Models] Copy Model Metadata into the "metadata" subdirectory within artifact store (#11357 @WeichenXu123)

Bug fixes:

[Security] Address LFI exploit (#11376, @WeichenXu123)
[Models] Fix transformers models implementation to allow for custom model and component definitions to be loaded properly (#11412, #11428 @daniellok-db)
[Models] Fix the LangChain flavor implementation to support defining an MLflow model as code (#11370, @sunishsheth2009)
[Models] Fix LangChain VectorSearch parsing errors (#11438, @victorsun123)
[Models] Fix LangChain import issue with the community package (#11450, @sunishsheth2009)
[Models] Fix serialization errors with RunnableAssign in the LangChain flavor (#11358, @serena-ruan)
[Models] Address import issues with LangChain community for Databricks models (#11350, @liangz1)
[Registry] Fix model metadata sharing within Databricks Unity Catalog (#11392 @WeichenXu123)
Small bug fixes and documentation updates:

#11321, #11323, @michael-berk; #11326, #11455, @B-Step62; #11333, @cdancette; #11373, @es94129; #11429, @BenWilson2; #11413, @GuyAglionby; #11338, #11339, #11355, #11432, #11441, @daniellok-db; #11380, #11381, #11383, #11394, @WeichenXu123; #11446, @harupy;