TabNine, an autocompleter for all languages

In plain words

TabNine is an autocompleter that works across all programming languages. Launched in 2018, it assists developers by suggesting code completions as they type, reducing the need to manually write repetitive code. The tool integrates with code editors to streamline the coding process for programmers of any skill level who want to work more efficiently.

written from the facts on this page · September 2026

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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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