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  # ColModernVBERT
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  ## Model
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  This is the model card for `ColModernVBERT` the late-interaction version of ModernVBERT that is fine-tuned for visual document retrieval tasks, our most performant model on this task.
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  ```
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  ## Evaluation
 
 
 
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  ColModernVBERT matches the performance of models nearly 10x larger on visual document benchmarks. Additionally, it provides an interesting inference speed on CPU compared to the models of similar performance.
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  ## License
 
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  # ColModernVBERT
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+ <div>
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+ <img src="bg.png" width="100%" alt="ModernVBERT" />
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+ </div>
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  ## Model
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  This is the model card for `ColModernVBERT` the late-interaction version of ModernVBERT that is fine-tuned for visual document retrieval tasks, our most performant model on this task.
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  ```
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  ## Evaluation
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+ <div>
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+ <img src="table.png" width="100%" alt="ModernVBERT Results" />
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+ </div>
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  ColModernVBERT matches the performance of models nearly 10x larger on visual document benchmarks. Additionally, it provides an interesting inference speed on CPU compared to the models of similar performance.
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  ## License