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Mozilla did release DeepSpeech[0] and Firefox Translation[1] (the latter of which they included in Firefox, to offer client-side webpage translations.) They de
by espadrine 4y ago
Mozilla did release DeepSpeech[0] and Firefox Translation[1] (the latter of which they included in Firefox, to offer client-side webpage translations.)
They definitely have fewer resources than OpenAI, and they do not produce SOTA research (their publications have plummeted to 1/year anyway[2]). So the only way for them to make progress is to seek government grants or make challenges like these.
This challenge is unlikely to be profitable for the winning team: the expected value of winnings are likely around $1K when taking into account the probability that another team gets a better rank, but ML research projects are often more expensive (recently, Alpaca spent upwards of $600 on computation alone; and of course pretraining large models is much more expensive). So the main gain will be publicity.
[0]: https://github.com/mozilla/deepspeech https://github.com/mozilla/deepspeech
[1]: https://github.com/mozilla/firefox-translations/ https://github.com/mozilla/firefox-translations/
[2]: https://research.mozilla.org/ https://research.mozilla.org/
- mustacheemperor 4y agoWow, the pace of research absolutely plummeted beginning in 2021. From over a dozen papers a year to one. 2022's paper wasn't even published in any external venue. What happened? Follow-on effects of the pandemic, changes to strategy?
- espadrine 4y agoIt is one of the direct consequences of this policy enacted in January 2020, which lead to a series of layoffs: https://blog.mozilla.org/en/mozilla/readying-for-the-future-at-mozilla/ https://blog.mozilla.org/en/mozilla/readying-for-the-future-...