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maretamasaeva/roberta-finetuned-freeform

sourceHugging Facemitupdated 4y agoView on Hugging Face
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Model Card

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roberta-finetuned-freeform

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

  • —Loss: 0.6989
  • —Accuracy: 0.4668

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: 0.0001
  • —trainbatchsize: 8
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 4

Training results

Training LossEpochStepValidation LossAccuracy
0.69191.080940.69100.4668
0.69122.0161880.69340.4668
0.69043.0242820.69760.4668
0.69184.0323760.69890.4668

Framework versions

  • —Transformers 4.17.0
  • —Pytorch 1.10.0+cu111
  • —Datasets 2.0.0
  • —Tokenizers 0.11.6