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  **Model type:**
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  Eagle is a family of Vision-Centric High-Resolution Multimodal LLMs. It presents a thorough exploration to strengthen multimodal LLM perception with a mixture of vision encoders and different input resolutions. The model contains a channel-concatenation-based "CLIP+X" fusion for vision experts with different architectures (ViT/ConvNets) and knowledge (detection/segmentation/OCR/SSL). The resulting family of Eagle models support up to over 1K input resolution and obtain strong results on multimodal LLM benchmarks, especially resolution-sensitive tasks such as optical character recognition and document understanding.
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  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/64618b9496259bec21d44704/BdAIMvo--yG7SpG5xDeYN.png)
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  **Model type:**
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  Eagle is a family of Vision-Centric High-Resolution Multimodal LLMs. It presents a thorough exploration to strengthen multimodal LLM perception with a mixture of vision encoders and different input resolutions. The model contains a channel-concatenation-based "CLIP+X" fusion for vision experts with different architectures (ViT/ConvNets) and knowledge (detection/segmentation/OCR/SSL). The resulting family of Eagle models support up to over 1K input resolution and obtain strong results on multimodal LLM benchmarks, especially resolution-sensitive tasks such as optical character recognition and document understanding.
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+ [arXiv](TODO) / [Demo](https://huggingface.co/spaces/NVEagle/Eagle-X5-13B-Chat)
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  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/64618b9496259bec21d44704/BdAIMvo--yG7SpG5xDeYN.png)
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