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Train 400x faster Static Embedding Models with Sentence Transformers

Back to Articles TL;DR Table of Contents What are Embeddings? Modern Embeddings Static Embeddings Our Method Training Details Training Requirements Model Inspiration Training Dataset Selection Loss Function Selection Training Arguments Selection Evaluator Selection Hardware Details Overall Training Scripts Usage English Retrieval Multilingual Similarity Matryoshka Dimensionality Truncation Third Party libraries Performance English Retrieval Multilingual Similarity Conclusion Next Steps Acknowled...

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