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64 bytes per embedding, yee-haw 🤠

calendar_today April 12, 2024 person Mixedbread Team (support@mixedbread.com) domain mixedbread-ai

Binary MRL combines two popular approaches to deal with the scalability issues of embeddings. It helps our embedding model achieve a 64x gain in efficiency while retaining more than 90% of performance, drastically reducing infrastructure costs and enabling new applications.

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