MLflow 2.4.1 is a patch release containing the following features, bug fixes and changes:

Features:

• [Tracking] Extend SearchRuns to support datasets (#8622, @prithvikannan)
• [Models] Add an mlflow.johnsnowlabs flavor for the johnsnowlabs package (#8556, @C-K-Loan)
• [Models] Add a warning for duplicate pip requirements specified in save_model and log_model for the transformers flavor (#8678, @BenWilson2)

Bug fixes:
- [Security] Improve robustness to LFI attacks (#8648, @serena-ruan)
* If you are using mlflow server or mlflow ui, we recommend upgrading to MLflow 2.4.1 as soon as possible.
- [Models] Fix an issue with transformers serialization for ModelCards that contain invalid characters (#8652, @BenWilson2)
- [Models] Fix connection pooling deadlocks that occurred during large file downloads (#8682, @dbczumar; #8660, @harupy)

Small bug fixes and documentation updates:

8677, #8674, #8646, #8647, @dbczumar; #8654, #8653, #8660, #8650, #8642, #8636, #8599, #8637, #8608, #8633, #8623, #8628, #8619, @harupy; #8655, #8609, @BenWilson2; #8648, @serena-ruan; #8521, @ka1mar; #8638, @smurching; #8634, @PenHsuanWang