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valley
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- release tech report

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@@ -13,7 +13,8 @@ Valley [github](https://github.com/bytedance/Valley) is a cutting-edge multimoda
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  when evaluated against models of the same scale.
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  ## Release
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- - [12/23] 🔥 Announcing [Valley-Qwen2.5-7B](https://huggingface.co/ByteDance)!
 
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  ## Valley-Eagle
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  The foundational version of Valley is a multimodal large model aligned with Siglip and Qwen2.5, incorporating LargeMLP and ConvAdapter to construct the projector.
 
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  when evaluated against models of the same scale.
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  ## Release
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+ - [01/13] 🔥 Release TechReport. [Valley2: Exploring Multimodal Models with Scalable Vision-Language Design](https://arxiv.org/abs/2501.05901)
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+ - [12/23] Announcing [Valley-Qwen2.5-7B](https://huggingface.co/ByteDance)!
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  ## Valley-Eagle
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  The foundational version of Valley is a multimodal large model aligned with Siglip and Qwen2.5, incorporating LargeMLP and ConvAdapter to construct the projector.