CoolFace
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NBTailee/working

sourceHugging Facemitupdated 2y agoView on Hugging Face
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Model Card

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working

This model is a fine-tuned version of FacebookAI/roberta-large on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.8702
  • —F1: 0.7181

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: 4e-05
  • —trainbatchsize: 16
  • —evalbatchsize: 16
  • —seed: 221
  • —gradientaccumulationsteps: 4
  • —totaltrainbatch_size: 64
  • —optimizer: Use adamwtorch with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 500
  • —num_epochs: 8
  • —mixedprecisiontraining: Native AMP

Training results

Training LossEpochStepValidation LossF1
2.721.0802.38740.0297
1.67172.01600.99960.5367
0.78393.02400.83160.5808
0.56464.03200.80740.6597
0.43985.04000.80100.6923
0.35826.04800.87370.6893
0.29217.05600.80370.7679
0.167.90576320.87020.7181

Framework versions

  • —Transformers 4.49.0.dev0
  • —Pytorch 2.4.0
  • —Datasets 3.0.0
  • —Tokenizers 0.21.0