metafile.yml 1.5 KB

123456789101112131415161718192021222324252627282930313233343536373839404142
  1. Collections:
  2. - Name: Flamingo
  3. Metadata:
  4. Architecture:
  5. - Transformer
  6. - Gated Cross-Attention Dense
  7. Paper:
  8. Title: 'Flamingo: a Visual Language Model for Few-Shot Learning'
  9. URL: https://arxiv.org/abs/2204.14198
  10. README: configs/flamingo/README.md
  11. Models:
  12. - Name: flamingo_3rdparty-zeroshot_caption
  13. Metadata:
  14. FLOPs: null
  15. Parameters: 8220452880
  16. In Collection: Flamingo
  17. Results:
  18. - Task: Image Caption
  19. Dataset: COCO
  20. Metrics:
  21. CIDER: 65.50 # Report from the official repo
  22. Weights: https://download.openmmlab.com/mmclassification/v1/flamingo/openflamingo-9b-adapter_20230505-554310c8.pth
  23. Config: configs/flamingo/flamingo_zeroshot_caption.py
  24. Converted From:
  25. Weights: https://huggingface.co/openflamingo/OpenFlamingo-9B
  26. Code: https://github.com/mlfoundations/open_flamingo
  27. - Name: flamingo_3rdparty-zeroshot_vqa
  28. Metadata:
  29. FLOPs: null
  30. Parameters: 8220452880
  31. In Collection: Flamingo
  32. Results:
  33. - Task: Visual Question Answering
  34. Dataset: VQAv2
  35. Metrics:
  36. Accuracy: 43.50 # Report from the official repo
  37. Weights: https://download.openmmlab.com/mmclassification/v1/flamingo/openflamingo-9b-adapter_20230505-554310c8.pth
  38. Config: configs/flamingo/flamingo_zeroshot_vqa.py
  39. Converted From:
  40. Weights: https://huggingface.co/openflamingo/OpenFlamingo-9B
  41. Code: https://github.com/mlfoundations/open_flamingo