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hw2942/chinese-roberta-climate-transition-physical-risk-prediction-v2

sourceHugging Faceapache-2.0updated 2y agoView on Hugging Face
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Model Card

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chinese-roberta-climate-transition-physical-risk-prediction-v2

This model is a fine-tuned version of hfl/chinese-roberta-wwm-ext on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.1642
  • —Accuracy: 0.98

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 LossAccuracy
No log1.0570.00041.0
No log2.01140.00041.0
No log3.01710.04310.98
No log4.02280.16050.98
No log5.02850.14910.98
No log6.03420.16020.98
No log7.03990.16130.98
No log8.04560.16310.98
0.01069.05130.16390.98
0.010610.05700.16420.98

Framework versions

  • —Transformers 4.44.2
  • —Pytorch 2.4.1+cu121
  • —Datasets 3.0.0
  • —Tokenizers 0.19.1