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@@ -7,7 +7,8 @@ library_name: mobileclip
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  # MobileCLIP2: Improving Multi-Modal Reinforced Training
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- MobileCLIP2 was introduced in [MobileCLIP2: Improving Multi-Modal Reinforced Training]() (TMLR 2025), by Fartash Faghri, Pavan Kumar Anasosalu Vasu, Cem Koc, Vaishaal Shankar, Alexander T Toshev, Oncel Tuzel, Hadi Pouransari.
 
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  This repository contains the **CoCa** checkpoint pretrained on DFN-2B dataset and fine-tuned on varying datasets.
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  # MobileCLIP2: Improving Multi-Modal Reinforced Training
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+ MobileCLIP2 was introduced in [MobileCLIP2: Improving Multi-Modal Reinforced Training](http://arxiv.org/abs/2508.20691) (TMLR August 2025 <mark>Featured</mark>), by Fartash Faghri, Pavan Kumar Anasosalu Vasu, Cem Koc, Vaishaal Shankar, Alexander T Toshev, Oncel Tuzel, Hadi Pouransari.
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  This repository contains the **CoCa** checkpoint pretrained on DFN-2B dataset and fine-tuned on varying datasets.
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