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MLflow

MLflow is a platform to streamline machine learning development, including tracking experiments, packaging code into reproducible runs, and sharing and deploying models.

homepage: https://mlflow.org

Available installations

MLflow version Supported CPU targets Supported GPU targets EESSI version Module
2.10.2 generic: aarch64, x86_64
Arm: a64fx, neoverse_n1, neoverse_v1, nvidia/grace
AMD: zen2, zen3, zen4
Intel: haswell, skylake_avx512, sapphirerapids, icelake, cascadelake
(none) 2023.06 MLflow/2.10.2-gfbf-2023a
2.18.0 generic: aarch64, x86_64
Arm: a64fx, neoverse_n1, neoverse_v1, nvidia/grace
AMD: zen2, zen3, zen4
Intel: haswell, skylake_avx512, sapphirerapids, icelake, cascadelake
(none) 2023.06 MLflow/2.18.0-gfbf-2023b
2.22.4 generic: aarch64, x86_64
Arm: a64fx, neoverse_n1, neoverse_v1, nvidia/grace
AMD: zen2, zen3, zen4
Intel: haswell, skylake_avx512, sapphirerapids, icelake, cascadelake
(none) 2025.06 MLflow/2.22.4-gfbf-2024a

Extensions

Overview of extensions included in MLflow installations

alembic

alembic version MLflow modules that include it
1.14.0 MLflow/2.18.0-gfbf-2023b

annotated_doc

annotated_doc version MLflow modules that include it
0.0.4 MLflow/2.22.4-gfbf-2024a

anyio

anyio version MLflow modules that include it
4.9.0 MLflow/2.22.4-gfbf-2024a

cachetools

cachetools version MLflow modules that include it
5.5.0 MLflow/2.18.0-gfbf-2023b
MLflow/2.22.4-gfbf-2024a

databricks_sdk

databricks_sdk version MLflow modules that include it
0.36.0 MLflow/2.18.0-gfbf-2023b
0.72.0 MLflow/2.22.4-gfbf-2024a

docker

docker version MLflow modules that include it
7.0.0 MLflow/2.10.2-gfbf-2023a
7.1.0 MLflow/2.18.0-gfbf-2023b
MLflow/2.22.4-gfbf-2024a

entrypoints

entrypoints version MLflow modules that include it
0.4 MLflow/2.10.2-gfbf-2023a

fastapi

fastapi version MLflow modules that include it
0.126.0 MLflow/2.22.4-gfbf-2024a

google-auth

google-auth version MLflow modules that include it
2.35.0 MLflow/2.18.0-gfbf-2023b

graphene

graphene version MLflow modules that include it
3.4.1 MLflow/2.18.0-gfbf-2023b
3.4.3 MLflow/2.22.4-gfbf-2024a

graphql-relay

graphql-relay version MLflow modules that include it
3.2.0 MLflow/2.18.0-gfbf-2023b

graphql_core

graphql_core version MLflow modules that include it
3.2.5 MLflow/2.18.0-gfbf-2023b
3.2.7 MLflow/2.22.4-gfbf-2024a

graphql_relay

graphql_relay version MLflow modules that include it
3.2.0 MLflow/2.22.4-gfbf-2024a

gunicorn

gunicorn version MLflow modules that include it
21.2.0 MLflow/2.10.2-gfbf-2023a
23.0.0 MLflow/2.18.0-gfbf-2023b
MLflow/2.22.4-gfbf-2024a

h11

h11 version MLflow modules that include it
0.16.0 MLflow/2.22.4-gfbf-2024a

Markdown

Markdown version MLflow modules that include it
3.5.2 MLflow/2.10.2-gfbf-2023a

mlflow

mlflow version MLflow modules that include it
2.10.2 MLflow/2.10.2-gfbf-2023a
2.18.0 MLflow/2.18.0-gfbf-2023b
2.22.4 MLflow/2.22.4-gfbf-2024a

mlflow_skinny

mlflow_skinny version MLflow modules that include it
2.18.0 MLflow/2.18.0-gfbf-2023b
2.22.4 MLflow/2.22.4-gfbf-2024a

opentelemetry_api

opentelemetry_api version MLflow modules that include it
1.27.0 MLflow/2.18.0-gfbf-2023b
1.36.0 MLflow/2.22.4-gfbf-2024a

opentelemetry_sdk

opentelemetry_sdk version MLflow modules that include it
1.27.0 MLflow/2.18.0-gfbf-2023b
1.36.0 MLflow/2.22.4-gfbf-2024a

opentelemetry_semantic_conventions

opentelemetry_semantic_conventions version MLflow modules that include it
0.48b0 MLflow/2.18.0-gfbf-2023b
0.57b0 MLflow/2.22.4-gfbf-2024a

pyasn1-modules

pyasn1-modules version MLflow modules that include it
0.4.1 MLflow/2.18.0-gfbf-2023b

querystring_parser

querystring_parser version MLflow modules that include it
1.2.4 MLflow/2.10.2-gfbf-2023a

rsa

rsa version MLflow modules that include it
4.9 MLflow/2.18.0-gfbf-2023b

sniffio

sniffio version MLflow modules that include it
1.3.1 MLflow/2.22.4-gfbf-2024a

sqlparse

sqlparse version MLflow modules that include it
0.4.4 MLflow/2.10.2-gfbf-2023a
0.5.1 MLflow/2.18.0-gfbf-2023b
0.5.5 MLflow/2.22.4-gfbf-2024a

starlette

starlette version MLflow modules that include it
0.50.0 MLflow/2.22.4-gfbf-2024a

uvicorn

uvicorn version MLflow modules that include it
0.38.0 MLflow/2.22.4-gfbf-2024a