metafile.yml

Collections:
  - Name: DINOv2
    Metadata:
      Architecture:
        - Dropout
        - GELU
        - Layer Normalization
        - Multi-Head Attention
        - Scaled Dot-Product Attention
    Paper:
      Title: 'DINOv2: Learning Robust Visual Features without Supervision'
      URL: https://arxiv.org/abs/2304.07193
    README: configs/dinov2/README.md
    Code:
      URL: null
      Version: null

Models:
  - Name: vit-small-p14_dinov2-pre_3rdparty
    Metadata:
      FLOPs: 46762000000
      Parameters: 22056000
      Training Data:
        - LVD-142M
    In Collection: DINOv2
    Results: null
    Weights: https://download.openmmlab.com/mmpretrain/v1.0/dinov2/vit-small-p14_dinov2-pre_3rdparty_20230426-5641ca5a.pth
    Config: configs/dinov2/vit-small-p14_dinov2-pre_headless.py
    Converted From:
      Weights: https://dl.fbaipublicfiles.com/dinov2/dinov2_vits14/dinov2_vits14_pretrain.pth
      Code: https://github.com/facebookresearch/dinov2

  - Name: vit-base-p14_dinov2-pre_3rdparty
    Metadata:
      FLOPs: 152000000000
      Parameters: 86580000
      Training Data:
        - LVD-142M
    In Collection: DINOv2
    Results: null
    Weights: https://download.openmmlab.com/mmpretrain/v1.0/dinov2/vit-base-p14_dinov2-pre_3rdparty_20230426-ba246503.pth
    Config: configs/dinov2/vit-base-p14_dinov2-pre_headless.py
    Converted From:
      Weights: https://dl.fbaipublicfiles.com/dinov2/dinov2_vitb14/dinov2_vitb14_pretrain.pth
      Code: https://github.com/facebookresearch/dinov2

  - Name: vit-large-p14_dinov2-pre_3rdparty
    Metadata:
      FLOPs: 507000000000
      Parameters: 304000000
      Training Data:
        - LVD-142M
    In Collection: DINOv2
    Results: null
    Weights: https://download.openmmlab.com/mmpretrain/v1.0/dinov2/vit-large-p14_dinov2-pre_3rdparty_20230426-f3302d9e.pth
    Config: configs/dinov2/vit-large-p14_dinov2-pre_headless.py
    Converted From:
      Weights: https://dl.fbaipublicfiles.com/dinov2/dinov2_vitl14/dinov2_vitl14_pretrain.pth
      Code: https://github.com/facebookresearch/dinov2

  - Name: vit-giant-p14_dinov2-pre_3rdparty
    Metadata:
      FLOPs: 1784000000000
      Parameters: 1136000000
      Training Data:
        - LVD-142M
    In Collection: DINOv2
    Results: null
    Weights: https://download.openmmlab.com/mmpretrain/v1.0/dinov2/vit-giant-p14_dinov2-pre_3rdparty_20230426-2934a630.pth
    Config: configs/dinov2/vit-giant-p14_dinov2-pre_headless.py
    Converted From:
      Weights: https://dl.fbaipublicfiles.com/dinov2/dinov2_vitg14/dinov2_vitg14_pretrain.pth
      Code: https://github.com/facebookresearch/dinov2