Argos Open Tech @argosopentech@fosstodon.org
Writing open source software
Joined Jan 2021
VQGAN + CLIP "A small treehouse on top of a hill, next to the side of a field. | realistic renderings of fantastic scenes" https://twitter.com/ak92501/status/1421532253847425027
The Argos Translate/LibreTranslate split has also helped with this because we can ship more manual features like transliteration today in LibreTranslate today that the Argos Translate models can't currently handle. It's exciting to see one of the leading autonomous driving stacks being built open source!
Currently watching Comma
Con https://youtu.be/gWZADVzVMFs They're planning to do navigation by feeding the navigation UI to the neural net like another camera. Their strategy of doing things as end to end as possible seems, in general, very right. George Hotz said something about along the lines of "only writing code that will be in the finished product". I think with machine learning this is very good advice and something I've tried to do with Argos Translate.
VQGAN + CLIP "Humanoid robot Mona Lisa artstationHQ" https://twitter.com/ak92501/status/1421200093445771277
vqgan + clip "a village in the mountains at night by david hockney" https://twitter.com/ak92501/status/1420568625132544002
I fixed the audio for the tag injection at inference video https://www.youtube.com/watch?v=S28XOIvRzwo
Dining philosophers problem https://www.youtube.com/watch?v=Jiq-xBK0MzE
https://arxiv.org/abs/2107.11906 We describe an efficient hierarchical method to compute attention in the Transformer architecture. The proposed attention mechanism exploits a matrix structure similar to the Hierarchical Matrix (H-Matrix) [...] and has linear run time and memory complexity. [...] Our method is superior to alternative sub-quadratic proposals by over +6 points on average on the Long Range Arena benchmark.
Conquest up to 10 stars on GitHub ⭐🎉 #opensource #GodotEngine https://github.com/argosopentech/Conquest
Tag injection at inference in Argos Translate https://youtu.be/EUXxEpEUd84
Internet-Augmented Dialogue Generation https://arxiv.org/abs/2107.07566
Writing open source software
Joined Jan 2021
