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VK246/IC_ver5b_coco_swin_gpt2_01pc_1e

sourceHugging Faceupdated 3y agoView on Hugging Face
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Model Card

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ICver5bcocoswingpt201pc1e

This model is a fine-tuned version of VK246/IC_ver5a_coco_swin_gpt2_05pc_1e on the coco dataset. It achieves the following results on the evaluation set:

  • —Loss: 1.1266
  • —Rouge1: 27.4772
  • —Rouge2: 5.9305
  • —Rougel: 25.1138
  • —Rougelsum: 25.1235
  • —Bleu: 2.437
  • —Gen Len: 11.1124

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: 96
  • —evalbatchsize: 96
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 1

Training results

Training LossEpochStepValidation LossRouge1Rouge2RougelRougelsumBleuGen Len
1.20930.42251.155222.88983.635320.678120.67371.155411.1124
1.21490.85501.135826.28575.276524.026624.03082.195411.1124

Framework versions

  • —Transformers 4.30.2
  • —Pytorch 2.0.1+cu118
  • —Datasets 2.13.1
  • —Tokenizers 0.13.3