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@dependabot dependabot bot commented on behalf of github Jun 30, 2025

Bumps mlflow from 2.10.0 to 3.1.1.

Release notes

Sourced from mlflow's releases.

v3.1.1

MLflow 3.1.1 includes several major features and improvements

Features:

  • [Model Registry / Sqlalchemy] Increase prompt text limit from 5K to 100K (#16377, @​harupy)
  • [Tracking] Support pagination in get-history of FileStore and SqlAlchemyStore (#16325, @​TomeHirata)

Bug fixes:

Documentation updates:

Small bug fixes and documentation updates:

#16261, @​rohitarun-db; #16411, #16352, #16327, #16324, #16279, #16193, #16197, @​harupy; #16409, #16348, #16347, #16290, #16286, #16283, #16271, #16223, @​TomeHirata; #16326, @​mohammadsubhani; #16364, @​BenWilson2; #16308, #16218, @​serena-ruan; #16262, @​raymondzhou-db; #16191, @​copilot-swe-agent; #16212, @​B-Step62; #16208, @​frontsideair; #16205, #16200, #16198, @​daniellok-db

3️⃣ MLflow 3 3️⃣

MLflow 3: Redefining MLOps for the GenAI Era

MLflow 3 is now available to everyone, marking the biggest evolution in the best open-source MLOps platform's history and transforming how millions of developers build, deploy, AI applications. While previous versions focused on traditional ML workflows, MLflow 3 fundamentally reimagines the platform for the GenAI era. This isn't just an update, but a complete paradigm shift that brings enterprise-grade GenAI capabilities to the open source community for the first time.

🎯 Improved Model Tracking for GenAI

MLflow 3 introduces a refined architecture with the new LoggedModel entity as a first-class citizen, moving beyond the traditional run-centric approach. This enables better organization and comparison of GenAI models. agents, deep learning checkpoints, and model variants across experiments.

🔗 Comprehensive Performance Tracking & Observability

Enhanced model tracking provides comprehensive lineage between models, runs, traces, prompts, and evaluation metrics. The new model-centric design allows you to group traces and metrics from different development environments and production, enabling rich comparisons across model versions.

📊 Production-Grade GenAI Evaluation

MLflow's evaluation and monitoring capabilities help you systematically measure, improve, and maintain the quality of your GenAI applications throughout their lifecycle. From development through production, use the same quality scorers to ensure your applications deliver accurate, reliable responses while managing cost and latency. Visit documentation for more details.

👥 Human-in-the-Loop Feedback

... (truncated)

Changelog

Sourced from mlflow's changelog.

3.1.1 (2025-06-25)

MLflow 3.1.1 includes several major features and improvements

Features:

  • [Model Registry / Sqlalchemy] Increase prompt text limit from 5K to 100K (#16377, @​harupy)
  • [Tracking] Support pagination in get-history of FileStore and SqlAlchemyStore (#16325, @​TomeHirata)

Bug fixes:

Documentation updates:

Small bug fixes and documentation updates:

#16261, @​rohitarun-db; #16411, #16352, #16327, #16324, #16279, #16193, #16197, @​harupy; #16409, #16348, #16347, #16290, #16286, #16283, #16271, #16223, @​TomeHirata; #16326, @​mohammadsubhani; #16364, @​BenWilson2; #16308, #16218, @​serena-ruan; #16262, @​raymondzhou-db; #16191, @​copilot-swe-agent; #16212, @​B-Step62; #16208, @​frontsideair; #16205, #16200, #16198, @​daniellok-db

3.0.1 (2025-06-25)

MLflow 3.0.1 includes several major features and improvements

Features:

  • [Model Registry / Sqlalchemy] Increase prompt text limit from 5K to 100K (#16377, @​harupy)

Bug fixes:

Small bug fixes and documentation updates:

#16364, @​BenWilson2; #16347, @​TomeHirata; #16279, #15835, @​harupy; #16182, @​B-Step62

3.1 (2025-06-11)

MLflow 3 includes several major features and improvements

... (truncated)

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Bumps [mlflow](https://github.com/mlflow/mlflow) from 2.10.0 to 3.1.1.
- [Release notes](https://github.com/mlflow/mlflow/releases)
- [Changelog](https://github.com/mlflow/mlflow/blob/master/CHANGELOG.md)
- [Commits](mlflow/mlflow@v2.10.0...v3.1.1)

---
updated-dependencies:
- dependency-name: mlflow
  dependency-version: 3.1.1
  dependency-type: direct:production
  update-type: version-update:semver-major
...

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@dependabot dependabot bot added dependencies Pull requests that update a dependency file python Pull requests that update Python code labels Jun 30, 2025
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