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jecq discussion
jecq reviews and mentions
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JECQ: Smart, Open-Source Compression for FAISS Users—6x Compression Ratio, 85% Accuracy
Hi everyone — I'm Benedetto Proietti, Head of Architecture at Janea Systems. I spend most of my time working on performance-critical systems and solving interesting problems at the intersection of machine learning, distributed systems, and open-source technologies. This post is about a recent project I ideated and directed: JECQ, an innovative, open-source, compression solution built specifically for FAISS users. I’ll walk you through the thinking behind it, how it works, and how it can help reduce memory usage without compromising too much on accuracy.
- Vector Embeddings Quantization with 600% memory footprint reduction
Stats
JaneaSystems/jecq is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of jecq is C++.
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