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VK246/IC_ver1_coco_swin_gpt2_5pc_2e

sourceHugging Faceupdated 3y agoView on Hugging Face
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Model Card

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ICver1cocoswingpt25pc2e

This model is a fine-tuned version of [](https://huggingface.co/) on the coco dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.9700
  • —Rouge1: 36.317
  • —Rouge2: 12.0175
  • —Rougel: 33.7883
  • —Rougelsum: 33.7342
  • —Bleu: 6.5392
  • —Gen Len: 11.2887

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: 100
  • —evalbatchsize: 100
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 2

Training results

Training LossEpochStepValidation LossRouge1Rouge2RougelRougelsumBleuGen Len
1.290.712001.027333.625610.307631.086831.05625.508811.2887
1.01931.414000.970036.31712.017533.788333.73426.539211.2887

Framework versions

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