
ML Test Score Quiz
Quiz to rate the health of your production ML system
What it does
Running an ML model reliably and successfully in production is a whole set of challenges. It can be hard to measure if your team is doing enough. Take this quiz, based on https://storage.googleapis.com/pub-tools-public-publication-data/pdf/aad9f93b86b7addfea4c419b9100c6cdd26cacea.pdf, to evaluate how you are doing and how to improve.
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I trained a 125M-parameter transformer to autocomplete piano performances in real time (~108 notes/sec on an iPhone 15). The idea is basically GitHub Copilot or Tabnine, except instead of prompting it with code, you prompt it by playing a few notes on a MIDI piano. The model then continues what you played, entirely on-device. The app is free if anyone wants to try it. Happy to answer questions about the model, training, Core ML, or the many things that didn't work.
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Source: Product Hunt launch ↗
Launched alongside, June 2021
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100,000 icons, illustrations, & emojis, customize in seconds
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