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finalfusion-rust reviews and mentions
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Compressing high-dimensional vectors by 97%
Nice article that explains product quantization very well!
PQ is really a nice compression technique. I implemented PQ and Optimized PQ [1] a while back in our word embedding package for Rust:
https://github.com/finalfusion/finalfusion-rust/
https://github.com/finalfusion/reductive/
Particularly Optimized PQ was effective in reducing vector sizes ~10 times with virtually no reconstruction loss. This made it much easier to ship models (no more 3GB embedding matrix with a neural net that is just a few megabytes large).
[1] http://kaiminghe.com/publications/pami13opq.pdf
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finalfusion/finalfusion-rust is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.
The primary programming language of finalfusion-rust is Rust.
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