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@@ -7,12 +7,14 @@ In this work, we introduce two state-of-the-art embedding models for e-commerce:
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  Marqo-Ecommerce-B and Marqo-Ecommerce-L.
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  They are over 30% better compared to Amazon Titan Embedding services for e-commerce retrieval tasks.
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  **Released Content**:
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  1) Marqo-Ecommerce-B and Marqo-Ecommerce-L embedding models
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  2) GoogleShopping-1m and AmazonProducts-3m for evaluation
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  3) Evaluation Code
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- <img src="performance.png" alt="multi split visual" width="500"/>
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  ## Models
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  Marqo-Ecommerce-B and Marqo-Ecommerce-L.
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  They are over 30% better compared to Amazon Titan Embedding services for e-commerce retrieval tasks.
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+ <img src="bar_chart_1.png" alt="multi split visual" width="1024"/>
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+
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  **Released Content**:
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  1) Marqo-Ecommerce-B and Marqo-Ecommerce-L embedding models
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  2) GoogleShopping-1m and AmazonProducts-3m for evaluation
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  3) Evaluation Code
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  ## Models
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