Machine learning models/Model card template

Model card
This page is an on-wiki machine learning model card.
A diagram of a neural network
A model card is a document about a machine learning model that seeks to answer basic questions about the model.
Model Information Hub
This model uses ____ to predict ____ about ____.


Motivation

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Users and uses

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Use this model for
Don't use this model for
Current uses

Ethical considerations, caveats, and recommendations

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Model

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Performance

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Implementation

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Model architecture
Output schema
Example input and output

Data

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Data pipeline
Training data
Test data

Licenses

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  • Code:
  • Model:

Citation

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Cite this model as:

@misc{name_year_modeltype,
   title={Model card title},
   author={Lastname, Firstname (and Lastname, Firstname and...)},
   year={year},
   url={this URL}
}