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davidmyriel
2024-09-25 18:57:25 -07:00
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slug: what-is-vector-quantization
short_description: What is Vector Quantization? Methods & Examples
description: Learn what vector quantization is and explore how methods like Scalar, Product, and Binary Quantization work. Learn how to choose the best method for your specific application.
description: In this article, we'll teach you about compression methods like Scalar, Product, and Binary Quantization. Learn how to choose the best method for your specific application.
preview_dir: /articles_data/what-is-vector-quantization/preview
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social_preview_image: /articles_data/what-is-vector-quantization/preview/social-preview.jpg
@@ -528,4 +528,4 @@ Learn more about optimizing real-time precision with oversampling in Binary Quan
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Stay up-to-date on the latest in vector search and quantization, share your projects, ask questions, [join our vector search community](https://discord.com/invite/qdrant)!
Stay up-to-date on the latest in [vector search](/advanced-search/) and quantization, share your projects, ask questions, [join our vector search community](https://discord.com/invite/qdrant)!