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  type: PairClassification
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- # Contextual Document Embeddings (CDE)
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  <div style="background-color: #f8f9fa; border-left: 6px solid #007bff; padding: 10px 20px; margin: 20px; font-family: Arial, sans-serif; line-height: 1.6;">
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  <p><strong>Note on parameter count: </strong>Although HuggingFace reports the size of this model as 281M params, it's really closer to 140M. That's because our weights actually contain the weights of two models (dubbed "first stage" and "second stage"), and only the second-stage model is used to compute embeddings at search time.</p>
 
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  type: PairClassification
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+ # cde-small-v2
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  <div style="background-color: #f8f9fa; border-left: 6px solid #007bff; padding: 10px 20px; margin: 20px; font-family: Arial, sans-serif; line-height: 1.6;">
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  <p><strong>Note on parameter count: </strong>Although HuggingFace reports the size of this model as 281M params, it's really closer to 140M. That's because our weights actually contain the weights of two models (dubbed "first stage" and "second stage"), and only the second-stage model is used to compute embeddings at search time.</p>