CoolFace
Modelpublic

cedomin/Task1a_class

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
0likes11downloads
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. -->

Task1a_class

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

  • —Loss: 0.7193
  • —Accuracy: 0.6857

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: 5e-05
  • —trainbatchsize: 8
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 5

Training results

Training LossEpochStepValidation LossAccuracy
No log1.0180.79910.4857
No log2.0360.63160.7143
No log3.0540.76380.6
No log4.0720.72180.6571
No log5.0900.71930.6857

Framework versions

  • —Transformers 4.27.4
  • —Pytorch 1.13.1+cu116
  • —Datasets 2.11.0
  • —Tokenizers 0.13.2