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Signed-off-by: mlflow-automation <mlflow-automation@users.noreply.github.com> Signed-off-by: Ben Wilson <benjamin.wilson@databricks.com> Co-authored-by: mlflow-automation <mlflow-automation@users.noreply.github.com> Co-authored-by: Ben Wilson <benjamin.wilson@databricks.com>
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--- | ||
title: MLflow 2.16.1 | ||
slug: 2.16.1 | ||
authors: [mlflow-maintainers] | ||
--- | ||
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## 2.16.1 (2024-09-13) | ||
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MLflow 2.16.1 is a patch release that includes some minor feature improvements and addresses several bug fixes. | ||
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Features: | ||
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- [Tracing] Add Support for an Open Telemetry compatible exporter to configure external sinks for MLflow traces ([#13118](https://github.com/mlflow/mlflow/pull/13118), [@B-Step62](https://github.com/B-Step62)) | ||
- [Model Registry, AWS] Add support for utilizing AWS KMS-based encryption for the MLflow Model Registry ([#12495](https://github.com/mlflow/mlflow/pull/12495), [@artjen](https://github.com/artjen)) | ||
- [Model Registry] Add support for using the OSS Unity Catalog server as a Model Registry ([#13034](https://github.com/mlflow/mlflow/pull/13034), [#13065](https://github.com/mlflow/mlflow/pull/13065), [#13066](https://github.com/mlflow/mlflow/pull/13066), [@rohitarun-db](https://github.com/rohitarun-db)) | ||
- [Models] Introduce path-based transformers logging to reduce memory requirements for saving large transformers models ([#13070](https://github.com/mlflow/mlflow/pull/13070), [@B-Step62](https://github.com/B-Step62)) | ||
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Bug fixes: | ||
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- [Tracking] Fix a data payload size issue with `Model.get_tags_dict` by eliminating the return of the internally-used `config` field ([#13086](https://github.com/mlflow/mlflow/pull/13086), [@harshilprajapati96](https://github.com/harshilprajapati96)) | ||
- [Models] Fix an issue with LangChain Agents where sub-dependencies were not being properly extracted ([#13105](https://github.com/mlflow/mlflow/pull/13105), [@aravind-segu](https://github.com/aravind-segu)) | ||
- [Tracking] Fix an issue where the wrong checkpoint for the current best model in auto checkpointing was being selected ([#12981](https://github.com/mlflow/mlflow/pull/12981), [@hareeen](https://github.com/hareeen)) | ||
- [Tracking] Fix an issue where local timezones for trace initialization were not being taken into account in AutoGen tracing ([#13047](https://github.com/mlflow/mlflow/pull/13047), [@B-Step62](https://github.com/B-Step62)) | ||
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Documentation updates: | ||
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- [Docs] Added RunLLM chat widget to MLflow's documentation site ([#13123](https://github.com/mlflow/mlflow/pull/13123), [@likawind](https://github.com/likawind)) | ||
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For a comprehensive list of changes, see the [release change log](https://github.com/mlflow/mlflow/releases/tag/v2.16.1), and check out the latest documentation on [mlflow.org](http://mlflow.org/). |
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