there should be a checklist people need to complete before putting a model in production:
- create a model cards
- write documentation
etc
Description
Description
| Status | Subtype | Assigned | Task | ||
|---|---|---|---|---|---|
| Open | None | T333453 Lift Wing improvements to get out of MVP state | |||
| Resolved | elukey | T332711 create checklist before adding models to api gateway/prod |
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intended use
who is responsible for changes
who is responsible for turning it off if they want
human rights checklist
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We have https://wikitech.wikimedia.org/wiki/Machine_Learning/LiftWing#Hosting_a_model that should take care of it, maybe we are missing a good checklist.
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@calbon I improved https://wikitech.wikimedia.org/wiki/Machine_Learning/LiftWing#Hosting_a_model today, I think it should contain more-or-less a good starting point for whoever wants to add a model. Lemme know if anything is missing!