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ZhiyuanQiu/camembert-base-finetuned-avec-symbole-dd

sourceHugging Facemitupdated 4y agoView on Hugging Face
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Model Card

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camembert-base-finetuned-avec-symbole-dd

This model is a fine-tuned version of camembert-base on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.2583
  • —Precision: 0.8906
  • —Recall: 0.9204
  • —F1: 0.9053
  • —Accuracy: 0.9319

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: 16
  • —evalbatchsize: 16
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 3

Training results

Training LossEpochStepValidation LossPrecisionRecallF1Accuracy
0.17031.043270.20830.87420.90990.89170.9248
0.13352.086540.21370.87920.91900.89870.9309
0.10673.0129810.25830.89060.92040.90530.9319

Framework versions

  • —Transformers 4.21.1
  • —Pytorch 1.12.1+cu113
  • —Datasets 2.4.0
  • —Tokenizers 0.12.1