InseeFrLab / InseeFrLab/torchTextClassifiers

Provide a generic mlflow pyfunc wrapper

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#56 0 comentarios 0 reacciones 0 asignados Ver en GitHub
enhancement
Lenguaje dominante
Python
Estrellas
23
Forks
7
Métricas de merge de PR
Sin PR fusionados en 30 d

Descripción

When using [mlflow](https://mlflow.org/) to train and register a text classifier model using the package, we often have to write our own pyfunc wrapper, which could be tedious.

The idea would be to provide a generic wrapper (with some hypothesis on the stored artifact) usable by all package users.

As a bonus, it could be really great if this wrapper was self sufficient (no need to install the package for inference, only torch and numpy)

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