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hw2942/chinese-bigbird-wwm-base-4096-wallstreetcn-morning-news-market-overview-open-SSEC-f1-v1

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
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Model Card

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chinese-bigbird-wwm-base-4096-wallstreetcn-morning-news-market-overview-open-SSEC-f1-v1

This model is a fine-tuned version of Lowin/chinese-bigbird-wwm-base-4096 on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 1.9660
  • —F1: 0.5

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: 2e-05
  • —trainbatchsize: 8
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 10

Training results

Training LossEpochStepValidation LossF1
No log1.0750.68320.1538
No log2.01500.69090.0
No log3.02250.67660.4
No log4.03000.95740.5161
No log5.03751.01090.4348
No log6.04501.17570.3333
0.54757.05251.61410.5
0.54758.06001.79080.3810
0.54759.06751.91720.5
0.547510.07501.96600.5

Framework versions

  • —Transformers 4.31.0
  • —Pytorch 2.0.1+cu118
  • —Datasets 2.14.3
  • —Tokenizers 0.13.3