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提交 d5e4b85a 编写于 作者: 悟、's avatar 悟、 提交者： zengshao0622
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docs/zh_CN/models/ImageNet1k/FoundationViT.md
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......@@ -31,21 +31,23 @@ output = model(inputs) # the output of model embeding
目前支持的视觉大模型以及预训练权重如下：
| 系列 | 模型 | 模型大小 | embedding_size | 预训练数据集 |
| :----: | :----------------------: | :------: | :------------: | :----------------------------------------------: |
| CLIP | CLIP_vit_base_patch16_224 | 85M | 768 | WIT |
| CLIP | CLIP_vit_base_patch32_224 | 87M | 768 | WIT |
| CLIP | CLIP_vit_large_patch14_224 | 302M | 1024 | WIT |
| CLIP | CLIP_vit_large_patch14_336 | 302M | 1024 | WIT |
| BEiTv2 | BEiTv2_vit_base_patch16_224 | 85M | 768 | ImageNet-1k |
| BEiTv2 | BEiTv2_vit_large_patch16_224 | 303M | 1024 | ImageNet-1k |
| MoCoV3 | MoCoV3_vit_small | 21M | 384 | ImageNet-1k |
| MoCoV3 | MoCoV3_vit_base | 85M | 768 | ImageNet-1k |
| MAE | MAE_vit_base_patch16 | 85M | 768 | ImageNet-1k |
| MAE | MAE_vit_large_patch16 | 303M | 1024 | ImageNet-1k |
| MAE | MAE_vit_huge_patch14 | 630M | 1280 | ImageNet-1k |
| EVA | EVA_vit_huge_patch14 | 1010M | 1408 | ImageNet-21k, CC12M, CC2M, Object365,COCO, ADE |
| CAE | CAE_vit_base_patch16_224 | 85M | 768 | ImageNet-1k |
| 系列 | 模型 | 模型大小 | embedding_size | 预训练数据集 | 权重下载 |
| :----: | :--------------------------------: | :------: | :------------: | :----------------------------------------------: | ------------------------------------------------------------ |
| CLIP | CLIP_vit_base_patch16_224 | 85M | 768 | WIT | [下载地址](https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/foundation_models/CLIP_vit_base_patch16_224.pdparams) |
| CLIP | CLIP_vit_base_patch32_224 | 87M | 768 | WIT | [下载地址](https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/foundation_models/CLIP_vit_base_patch32_224.pdparams) |
| CLIP | CLIP_vit_large_patch14_224 | 302M | 1024 | WIT | [下载地址](https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/foundation_models/CLIP_vit_large_patch14_224.pdparams) |
| CLIP | CLIP_vit_large_patch14_336 | 302M | 1024 | WIT | [下载地址](https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/foundation_models/CLIP_vit_large_patch14_336.pdparams) |
| BEiTv2 | BEiTv2_vit_base_patch16_224 | 85M | 768 | ImageNet-1k | [下载地址](https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/foundation_models/BEiTv2_vit_base_patch16_224.pdparams) |
| BEiTv2 | BEiTv2_vit_base_patch16_224_ft21k | 85M | 768 | ImageNet-1k、ImageNet-21k | [下载地址](https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/foundation_models/BEiTv2_vit_base_patch16_224_ft21k.pdparams) |
| BEiTv2 | BEiTv2_vit_large_patch16_224 | 303M | 1024 | ImageNet-1k | [下载地址](https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/foundation_models/BEiTv2_vit_large_patch16_224.pdparams) |
| BEiTv2 | BEiTv2_vit_large_patch16_224_ft21k | 303M | 1024 | ImageNet-1k、ImageNet-21k | [下载地址](https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/foundation_models/BEiTv2_vit_large_patch16_224_ft21k.pdparams) |
| MoCoV3 | MoCoV3_vit_small | 21M | 384 | ImageNet-1k | [下载地址](https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/foundation_models/MoCoV3_vit_small.pdparams) |
| MoCoV3 | MoCoV3_vit_base | 85M | 768 | ImageNet-1k | [下载地址](https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/foundation_models/MoCoV3_vit_base.pdparams) |
| MAE | MAE_vit_base_patch16 | 85M | 768 | ImageNet-1k | [下载地址](https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/foundation_models/MAE_vit_base_patch16.pdparams) |
| MAE | MAE_vit_large_patch16 | 303M | 1024 | ImageNet-1k | [下载地址](https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/foundation_models/MAE_vit_large_patch16.pdparams) |
| MAE | MAE_vit_huge_patch14 | 630M | 1280 | ImageNet-1k | [下载地址](https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/foundation_models/MAE_vit_huge_patch14.pdparams) |
| EVA | EVA_vit_huge_patch14 | 1010M | 1408 | ImageNet-21k, CC12M, CC2M, Object365,COCO, ADE | [下载地址](https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/foundation_models/EVA_vit_huge_patch14.pdparams) |
| CAE | CAE_vit_base_patch16_224 | 85M | 768 | ImageNet-1k | [下载地址](https://paddle-imagenet-models-name.bj.bcebos.com/dygraph/foundation_models/CAE_vit_base_patch16_224.pdparams) |
## 4. 参考文献
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