CoolFace
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leetdavid/market_positivity

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

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market_positivity

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:

  • —Train Loss: 0.4959
  • —Train Sparse Categorical Accuracy: 0.8060
  • —Validation Loss: 0.4484
  • —Validation Sparse Categorical Accuracy: 0.8187
  • —Epoch: 1

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:

  • —optimizer: {'name': 'Adam', 'learningrate': 5e-05, 'decay': 0.0, 'beta1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
  • —training_precision: float32

Training results

Train LossTrain Sparse Categorical AccuracyValidation LossValidation Sparse Categorical AccuracyEpoch
0.65950.71840.57320.74790
0.49590.80600.44840.81871

Framework versions

  • —Transformers 4.16.0
  • —TensorFlow 2.7.0
  • —Datasets 1.18.1
  • —Tokenizers 0.11.0