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metadata
base_model:
  - openai/clip-vit-large-patch14
datasets:
  - dpdl-benchmark/oxford_flowers102
metrics:
  - accuracy

Model Card

Training Details

Adam Optimizer with a constant learning rate 1e-5 for 4000 steps training (batch_size=128). Only the vision encoder is fine-tuned.

Evaluation Results

Test set accuracy:

  • pre-trained: 0.7924866080284119
  • fine-tuned: 0.9767441749572754