finalfusion-rust
excalidraw-animate
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| finalfusion-rust | excalidraw-animate | |
|---|---|---|
| 1 | 3 | |
| 86 | 1,159 | |
| - | - | |
| 6.3 | 4.1 | |
| 7 months ago | 3 months ago | |
| Rust | TypeScript | |
| GNU General Public License v3.0 or later | MIT License |
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finalfusion-rust
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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
excalidraw-animate
- FLaNK Stack Weekly 28 August 2023
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Reconstructing one-line drawings with a pen plotter
You might find excalidraw-animate[0] easier for that.
[0]https://github.com/dai-shi/excalidraw-animate
- Compressing high-dimensional vectors by 97%
What are some alternatives?
magnitude - A fast, efficient universal vector embedding utility package.
excalidraw - Virtual whiteboard for sketching hand-drawn like diagrams
reductive - Vector quantization
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