
VanHackathon 2019
Predicting best talent for jobs at VanHack Community.
VanHackathon 2019 launched on November 20, 2019 with 3 votes, #1,515 of 3,227 launches that month.
What it does
A data challenge I worked on as part of VanHackathon 2019 to match jobs in VanHack community with the best candidates among all eligible ones.
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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 ↗