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agi-css/distilroberta-base-etc-sym

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

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distilroberta-base-etc-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: 0.0005
  • —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 log1.02620.00680.99870.9987
No log2.05240.00050.99970.9997

Framework versions

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