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Please provide the location/weight of ViT-G/14 trained model on ImageNet? #262

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s-kumar17 opened this issue Apr 3, 2023 · 1 comment

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@s-kumar17
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@andsteing
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We never trained a ViT-G/14 on ImageNet.

Note that already in the original paper https://arxiv.org/abs/2010.11929 we didn't train anything larger than ViT-L/16 on ImageNet (see Table 5). That is because large models require more data other things being equal (see Figure 3 from that same paper).

Things look a bit better when you add data augmentation / model regularization. See the "AugReg" checkpoints from https://arxiv.org/abs/2106.10270 that we published in this repository. But here we were using ImageNet-21k, which is a lot larger than ImageNet, and didn't go beyond the L/16 model (this approach might work for a larger H/14 model, but we haven't trained that).

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