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tonirodriguez/roberta-base-bne-finetuned-toxicity-tweets-25000

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
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Model Card

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roberta-base-bne-finetuned-toxicity-tweets-50000

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

  • —Loss: 0.2089
  • —Accuracy: 0.9400

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: 2

Training results

Training LossEpochStepValidation LossAccuracy
0.20421.02940.18050.9350
0.06672.05880.20890.9400

Framework versions

  • —Transformers 4.21.3
  • —Pytorch 1.13.1+cu117
  • —Datasets 2.10.1
  • —Tokenizers 0.12.1