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@@ -128,7 +128,7 @@ The testing is performed with VTAB+ (A combination of VTAB (https://arxiv.org/ab
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  The models achieve between 75.9 top-1 zero-shot accuracy on ImageNet-1k.
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- ![](convnext_base_w_zero_shot.png)
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  An initial round of benchmarks have been performed on a wider range of datasets, to be viewable at https://github.com/LAION-AI/CLIP_benchmark/blob/main/benchmark/results.ipynb
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@@ -136,7 +136,7 @@ As part of exploring increased augmentation + regularization, early evalations s
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  # Acknowledgements
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- Acknowledging [stability.ai](https://stability.ai/) and the Gauss Centre for Supercomputing e.V. (http://gauss-centre.eu) for funding this part of work by providing computing time through the John von Neumann Institute for Computing (NIC) on the GCS Supercomputer JUWELS Booster at Jülich Supercomputing Centre (JSC).
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  # Citation
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  The models achieve between 75.9 top-1 zero-shot accuracy on ImageNet-1k.
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+ ![](convnext_large_d_zero_shot.png)
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  An initial round of benchmarks have been performed on a wider range of datasets, to be viewable at https://github.com/LAION-AI/CLIP_benchmark/blob/main/benchmark/results.ipynb
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  # Acknowledgements
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+ Acknowledging [stability.ai](https://stability.ai/) for compute used to train this model.
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  # Citation
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