43 lines
1.5 KiB
YAML
43 lines
1.5 KiB
YAML
Collections:
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- Name: Flamingo
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Metadata:
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Architecture:
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- Transformer
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- Gated Cross-Attention Dense
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Paper:
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Title: 'Flamingo: a Visual Language Model for Few-Shot Learning'
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URL: https://arxiv.org/abs/2204.14198
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README: configs/flamingo/README.md
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Models:
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- Name: flamingo_3rdparty-zeroshot_caption
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Metadata:
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FLOPs: null
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Parameters: 8220452880
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In Collection: Flamingo
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Results:
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- Task: Image Caption
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Dataset: COCO
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Metrics:
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CIDER: 65.50 # Report from the official repo
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Weights: https://download.openmmlab.com/mmclassification/v1/flamingo/openflamingo-9b-adapter_20230505-554310c8.pth
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Config: configs/flamingo/flamingo_zeroshot_caption.py
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Converted From:
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Weights: https://huggingface.co/openflamingo/OpenFlamingo-9B
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Code: https://github.com/mlfoundations/open_flamingo
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- Name: flamingo_3rdparty-zeroshot_vqa
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Metadata:
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FLOPs: null
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Parameters: 8220452880
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In Collection: Flamingo
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Results:
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- Task: Visual Question Answering
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Dataset: VQAv2
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Metrics:
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Accuracy: 43.50 # Report from the official repo
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Weights: https://download.openmmlab.com/mmclassification/v1/flamingo/openflamingo-9b-adapter_20230505-554310c8.pth
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Config: configs/flamingo/flamingo_zeroshot_vqa.py
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Converted From:
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Weights: https://huggingface.co/openflamingo/OpenFlamingo-9B
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Code: https://github.com/mlfoundations/open_flamingo
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