CoolFace
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skillclass/english-image-caption-blip

sourceHugging Facebsd-3-clauseupdated 5d agoView on Hugging Face
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Model Card

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english-image-caption-blip

This model is a fine-tuned version of Salesforce/blip-image-captioning-base on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 2.0130
  • Token Accuracy: 0.0696

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 5e-05
  • trainbatchsize: 16
  • evalbatchsize: 16
  • seed: 42
  • optimizer: Use OptimizerNames.ADAMWTORCHFUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
  • lrschedulertype: linear
  • num_epochs: 5
  • mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossToken Accuracy
2.08501.02032.02670.0697
1.44862.04062.01300.0696
0.99423.06092.15720.0693
0.62924.08122.27440.0620
0.39375.010152.43470.0559

Framework versions

  • Transformers 5.16.1
  • Pytorch 2.11.0+cu128
  • Datasets 5.0.1
  • Tokenizers 0.23.1