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A liveblog and forum about machine learning at Wikimedia. Create new topics to ask questions or post updates.

Weekly Team Update 2021-09-15

1
CAlbon (WMF) (talkcontribs)

- Work continues on Lift Wing, models, and the API gateway.

- Work continues on model cards. Still a long way to go but we are confident of its value.

- We will be posting a new MLE job soon!

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No Office Hours Livestream This Week

1
CAlbon (WMF) (talkcontribs)

Sorry everyone, the livestream is canceled this week. But we will be back next time!

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Weekly Team Update 2021-09-08

1
CAlbon (WMF) (talkcontribs)

- We continue to work on the Lift Wing infrastructure. It is close, but still more work to do.

- We continue to work on how to connect Lift Wing to the API Gateway so that folks can access the models when Lift Wing is live.

- We continue to push forward on model cards.

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Weekly Team Update 2021-08-26

1
CAlbon (WMF) (talkcontribs)
  • We have Dockerized most of the ORES models for migration to Lift Wing.
  • We are working on connecting Lift Wing to the API Gateway, specifically deciding if we should do our own rate limited on our system and how we should do routing (i.e. if you swap out versions of a model, which side of the infrastructure (lift wing or the API gateway) is changed)
  • We are pushing forward on the Model Cards, next step is to make a single model card programmatically and put it in a repo on Gitlab. https://gitlab.wikimedia.org/htriedman/algo-accountability
  • Need to talk to procurement about GPUs, most likely we will need to install the new servers, then at a later date pull them out and put the GPUs in.
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Weekly Team Update 2021-08-03

1
CAlbon (WMF) (talkcontribs)
  • Lift Wing progress continues. Still not launched yet, but we are hopeful.
  • We are continue to prototype ideas around model cards. We will have something to show folks soon and get everyone's feedback.
Reply to "Weekly Team Update 2021-08-03"

No Office Hours Livestream This Week

1
CAlbon (WMF) (talkcontribs)

Unfortunately an issue means I cannot host a livestream this week. My apologies to everyone, but we will be back next time, hopefully with a full model card example to demo.

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Weekly Team Update 2021-07-26

1
CAlbon (WMF) (talkcontribs)
  • We are getting pretty close to being able to migrate ORES models into Lift Wing, which is going to be so important moving forward because it will mean all the existing models will work seamlessly on the new infrastructure.
  • We are getting very very close to a "hello world" for Lift Wing after a long effort getting it up and running.
  • We have a new topic model and a few other brand new models to deploy to help out some other teams.
  • Our Google Summer of Code fellow, is working on trying to figure out it would be possible to use language agnostic models where good language specific models are unavailable.
  • We are starting to prototype model cards for every model we host detailing everything from proper and improper uses, training datasets, model quality metrics etc. as a first step towards enabling communities to govern the models that affect them.
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Weekly Team Update 2021-07-20

1
CAlbon (WMF) (talkcontribs)
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Weekly Team Update 2021-15-21

1
CAlbon (WMF) (talkcontribs)

My apologies for posting this update later in the week (last week was a holiday).


* We are getting so so close to an MVP for Lift Wing. The team's SREs combined with the Service Ops team is working through the final layers of the stack.

* Work continues on working out a migration plan for moving Revscoring models over to Lift Wing.

* Work continues on creating model cards for each model hosted by the team.

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Livestreamed Public Office Hours!

1
CAlbon (WMF) (talkcontribs)

We're hosting our livestreamed office hours about machine learning at the Wikimedia Foundation on Twitch.

This week we are going to be reading some journal articles!

https://twitch.tv/wikimediaml

Wednesday June 23rd

11:00am PST

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