metafile.yml

Collections:
  - Name: Flamingo
    Metadata:
      Architecture:
        - Transformer
        - Gated Cross-Attention Dense
    Paper:
      Title: 'Flamingo: a Visual Language Model for Few-Shot Learning'
      URL: https://arxiv.org/abs/2204.14198
    README: configs/flamingo/README.md

Models:
  - Name: flamingo_3rdparty-zeroshot_caption
    Metadata:
      FLOPs: null
      Parameters: 8220452880
    In Collection: Flamingo
    Results:
      - Task: Image Caption
        Dataset: COCO
        Metrics:
          CIDER: 65.50  # Report from the official repo
    Weights: https://download.openmmlab.com/mmclassification/v1/flamingo/openflamingo-9b-adapter_20230505-554310c8.pth
    Config: configs/flamingo/flamingo_zeroshot_caption.py
    Converted From:
      Weights: https://huggingface.co/openflamingo/OpenFlamingo-9B
      Code: https://github.com/mlfoundations/open_flamingo
  - Name: flamingo_3rdparty-zeroshot_vqa
    Metadata:
      FLOPs: null
      Parameters: 8220452880
    In Collection: Flamingo
    Results:
      - Task: Visual Question Answering
        Dataset: VQAv2
        Metrics:
          Accuracy: 43.50  # Report from the official repo
    Weights: https://download.openmmlab.com/mmclassification/v1/flamingo/openflamingo-9b-adapter_20230505-554310c8.pth
    Config: configs/flamingo/flamingo_zeroshot_vqa.py
    Converted From:
      Weights: https://huggingface.co/openflamingo/OpenFlamingo-9B
      Code: https://github.com/mlfoundations/open_flamingo