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lupobricco/feel_it_finetuned_pro_emit_multilabel

sourceHugging Faceupdated 2y agoView on Hugging Face
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feelitfinetunedproemit_multilabel

This model is a fine-tuned version of MilaNLProc/feel-it-italian-emotion on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.2721
  • F1: 0.3969
  • Roc Auc: 0.6350
  • Accuracy: 0.2715

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: 5

Training results

Training LossEpochStepValidation LossF1Roc AucAccuracy
0.35411.05210.31070.10970.52730.1787
0.27372.010420.28230.28700.58590.2405
0.23453.015630.27560.36650.62030.2646
0.20894.020840.27860.37600.62570.2715
0.19395.026050.27210.39690.63500.2715

Framework versions

  • Transformers 4.38.2
  • Pytorch 2.0.0+cu118
  • Datasets 2.18.0
  • Tokenizers 0.15.2