CoolFace
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agi-css/distilroberta-base-mic-sym

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face
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Model Card

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distilroberta-base-mic-sym

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

  • Loss: 0.0023
  • Accuracy: 0.9997
  • F1: 0.9997

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: 2.740146306575944e-05
  • trainbatchsize: 128
  • evalbatchsize: 128
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • num_epochs: 2

Training results

Training LossEpochStepValidation LossAccuracyF1
No log1.01880.00490.99900.9990
No log2.03760.00230.99970.9997

Framework versions

  • Transformers 4.18.0
  • Pytorch 1.12.0.dev20220422+cu116
  • Datasets 2.1.0
  • Tokenizers 0.12.1