CoolFace
Modelpublic

JonatanGk/roberta-base-bne-finetuned-hate-speech-offensive-spanish

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
2likes140downloads
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-bne-finetuned-mnli

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

  • —Loss: 0.2869
  • —Accuracy: 0.9012

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: 5

Training results

Training LossEpochStepValidation LossAccuracy
0.32221.012550.28690.9012
0.24182.025100.31250.8987
0.17263.037650.41200.8943
0.06854.050200.52390.8919
0.02455.062750.59100.8947

Framework versions

  • —Transformers 4.11.3
  • —Pytorch 1.9.0+cu111
  • —Datasets 1.12.1
  • —Tokenizers 0.10.3