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@@ -38,7 +38,8 @@ license: cc-by-nc-nd-4.0
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  This dataset contains synthetic captions, embeddings, and metadata for DFNDR-12M.
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  The metadata has been generated using pretrained image-text models on DFN-12M, a uniformly sampled subset of 12.8M samples from [DFN-2B](https://arxiv.org/abs/2309.17425).
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- For details on how to use the metadata, please visit our [github repository](https://github.com/apple/ml-mobileclip).
 
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  <!-- The dataset with the original captions is available at [mlfoundations/DFN-12M](https://huggingface.co/datasets/mlfoundations/DFN-12M). -->
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  <!-- The UIDs per shards match between [mlfoundations/DFN-12M](https://huggingface.co/datasets/mlfoundations/DFN-12M) and [apple/DFNDR-12M](https://huggingface.co/datasets/apple/DFNDR-12M). -->
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  A BFloat16 version of this dataset is available at [apple/DFNDR-12M-bf16](https://huggingface.co/datasets/apple/DFNDR-12M-bf16).
 
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  This dataset contains synthetic captions, embeddings, and metadata for DFNDR-12M.
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  The metadata has been generated using pretrained image-text models on DFN-12M, a uniformly sampled subset of 12.8M samples from [DFN-2B](https://arxiv.org/abs/2309.17425).
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+ For details on how to use the metadata, please visit our [ml-mobileclip repository](https://github.com/apple/ml-mobileclip).
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+ For code to generate multi-modal reinforced datasets at large scale see [ml-mobileclip-dr repository](https://github.com/apple/ml-mobileclip).
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  <!-- The dataset with the original captions is available at [mlfoundations/DFN-12M](https://huggingface.co/datasets/mlfoundations/DFN-12M). -->
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  <!-- The UIDs per shards match between [mlfoundations/DFN-12M](https://huggingface.co/datasets/mlfoundations/DFN-12M) and [apple/DFNDR-12M](https://huggingface.co/datasets/apple/DFNDR-12M). -->
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  A BFloat16 version of this dataset is available at [apple/DFNDR-12M-bf16](https://huggingface.co/datasets/apple/DFNDR-12M-bf16).