Machine learning models/Model card template

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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[edit]

Users and uses[edit]

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

Ethical considerations, caveats, and recommendations[edit]

Model[edit]

Performance[edit]

Implementation[edit]

Model architecture
Output schema
Example input and output

Data[edit]

Data pipeline
Training data
Test data

Licenses[edit]

  • Code:
  • Model:

Citation[edit]

Cite this model as:

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