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# 層級特徵提取
Mambavision L3 256 21K
Other
首個結合Mamba與Transformer優勢的計算機視覺混合模型，通過重構Mamba公式增強視覺特徵建模效率，在Mamba架構最後幾層引入自注意力模塊提升長程空間依賴建模能力。
圖像分類
Transformers
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Mambavision L3 512 21K
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MambaVision是首個結合曼巴(Mamba)與Transformer優勢的計算機視覺混合模型，通過重新設計曼巴公式增強視覺特徵建模能力，並在曼巴架構最後幾層加入自注意力模塊提升長距離空間依賴建模能力。
圖像分類 Transformers
TransformersM
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Mambavision B 21K
Other
首個融合曼巴(Mamba)與Transformer優勢的計算機視覺混合模型，通過重構曼巴公式增強視覺特徵建模效率，並在曼巴架構末端引入自注意力模塊提升長程空間依賴建模能力。
圖像分類 Transformers
TransformersM
nvidia
1,395
4
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