nomic-ai
/

colnomic-embed-multimodal-7b

Visual Document Retrieval

multimodal_embedding

multilingual_embedding

Text-to-Visual Document (T→VD) retrieval

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zpn commited on Apr 1

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@@ -28,7 +28,7 @@ license: apache-2.0
 - **High Performance**: Achieves 62.7 NDCG@5 on Vidore-v2, outperforming all other models
 - **Unified Text-Image Encoding**: Directly encodes interleaved text and images without complex preprocessing
 - **Advanced Architecture**: 7B parameter multimodal embedding model
-- **Fully Open-Source**: Model weights available for commercial and research use
 ## Performance

 - **High Performance**: Achieves 62.7 NDCG@5 on Vidore-v2, outperforming all other models
 - **Unified Text-Image Encoding**: Directly encodes interleaved text and images without complex preprocessing
 - **Advanced Architecture**: 7B parameter multimodal embedding model
+- **Fully Open-Source**: Model weights, training data, and code available
 ## Performance