MLflow runtime for MLServer
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Author: Seldon Technologies Ltd.
Requires Python: >=3.9,<3.13
Classifiers
License
- OSI Approved :: Apache Software License
Programming Language
- Python :: 3
- Python :: 3.9
- Python :: 3.10
- Python :: 3.11
- Python :: 3.12
MLflow runtime for MLServer
This package provides a MLServer runtime compatible with MLflow models.
Usage
You can install the runtime, alongside mlserver, as:
pip install mlserver mlserver-mlflow
Content Types
The MLflow inference runtime introduces a new dict content type, which
decodes an incoming V2 request as a dictionary of
tensors.
This is useful for certain MLflow-serialised models, which will expect that the
model inputs are serialised in this format.
The `dict` content type can be _stacked_ with other content types, like
[`np`](../../docs/user-guide/content-type).
This allows the user to use a different set of content types to decode each of
the dict entries.
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