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  | Llama Index vdr-2b-multi-v1 | 58.4 | 63.1 | 52.8 | 61.0 | 60.6 | 50.3 | 51.2 | 56.9 | 68.8 | 61.2 |
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  | Voyage Multimodal 3 | 55.0 | 56.1 | 55.0 | 59.5 | 56.4 | 47.2 | 46.2 | 51.5 | 64.1 | 58.8 |
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- To use `colnomic-embed-multimodal-7b`, please install `colpali` from source
 
 
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  ```bash
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  pip install git+https://github.com/nomic-ai/colpali.git
 
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  | Llama Index vdr-2b-multi-v1 | 58.4 | 63.1 | 52.8 | 61.0 | 60.6 | 50.3 | 51.2 | 56.9 | 68.8 | 61.2 |
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  | Voyage Multimodal 3 | 55.0 | 56.1 | 55.0 | 59.5 | 56.4 | 47.2 | 46.2 | 51.5 | 64.1 | 58.8 |
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+ ## Getting Started
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+
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+ To use `colnomic-embed-multimodal-3b`, please install `colpali` from source
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  ```bash
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  pip install git+https://github.com/nomic-ai/colpali.git