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I'm developing a .Net C# database engine, that includes a vector index for semantic searches. This weekend I made a first attempt at implementing the new Turbo
by rettepelo 7mo ago
I'm developing a .Net C# database engine, that includes a vector index for semantic searches.
This weekend I made a first attempt at implementing the new TurboQuant from Google:
https://research.google/blog/turboquant-redefining-ai-efficiency-with-extreme-compression/ https://research.google/blog/turboquant-redefining-ai-effici...
Here is a link to test it: https://turboquant.relatude.com/ https://turboquant.relatude.com/
The memory usage is about 3x less compared to a simple array of floats. There are links to the source code.
Any thoughts or feedback is welcome!