GenPark AI Agent Skill - Uniform 8-bit scalar quantization (SQ8) for high-density embedding compression and asymmetric dot product distance.
View on GitHub ↗GenPark AI Agent Skill - SQ8 Vector Compressor
Scalar Quantization (SQ8) compressor reducing memory footprint of embedding vectors by 75% with fast asymmetric dot-product scoring.
Features - 4x Memory Compression: Compresses 32-bit floats into 8-bit bytes. - Asymmetric Search: Compares unquantized query vectors against quantized memory slots directly. - Zero Dependencies: Pure Python 3.9+ standard library.
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From the project README.
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GenPark AI Agent Skill - Uniform 8-bit scalar quantization (SQ8) for high-density embedding compression and asymmetric dot product distance.
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