CoolFace
Modelpublic

tommilyjones/bertweet-base-finetuned-hateful-meme

sourceHugging Faceupdated 3y agoView on Hugging Face
0likes13downloads
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. -->

bertweet-base-finetuned-hateful-meme

This model is a fine-tuned version of vinai/bertweet-base on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 1.6262
  • —Accuracy: 0.532

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: 10

Training results

Training LossEpochStepValidation LossAccuracy
0.58651.05320.75760.564
0.52032.010640.81390.562
0.47463.015960.90820.566
0.43774.021281.00890.538
0.38585.026600.93390.558
0.35616.031921.06880.54
0.32927.037241.41580.532
0.30098.042561.33160.54
0.28319.047881.54180.532
0.26910.053201.62620.532

Framework versions

  • —Transformers 4.31.0
  • —Pytorch 2.0.1+cu117
  • —Datasets 2.14.3
  • —Tokenizers 0.13.3