Methods for compressing vector embeddings to reduce storage and memory costs. Includes scalar quantization, product quantization, and binary quantization with varying compression-accuracy tradeoffs.
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Vector Quantization Techniques
Vector quantization techniques compress high-precision embeddings into lower-precision representations, dramatically reducing storage and memory requirements.
Techniques, not products.
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