CoolFace
Modelpublic

Doowon96/roberta-base-finetuned-hate_speech-best

sourceHugging Faceupdated 3y agoView on Hugging Face
0likes4downloads
Model Card

<!-- This model card has been generated automatically according to the information the Trainer had access to. You should probably proofread and complete it, then remove this comment. -->

roberta-base-finetuned-hate_speech-best

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

  • Loss: 0.9992
  • F1: 0.6290

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: 2.237588569580688e-05
  • trainbatchsize: 8
  • evalbatchsize: 8
  • seed: 39
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • num_epochs: 3

Training results

Training LossEpochStepValidation LossF1
0.9031.06910.79570.6028
0.72362.013820.79650.6316
0.46213.020730.99920.6290

Framework versions

  • Transformers 4.37.2
  • Pytorch 2.1.0+cu121
  • Datasets 2.17.0
  • Tokenizers 0.15.2