CoolFace
Modelpublic

gokuls/bert_12_layer_model_v3_48_emotion

sourceHugging Faceupdated 3y agoView on Hugging Face
0likes9downloads
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. -->

bert12layermodelv348emotion

This model is a fine-tuned version of gokuls/bert_12_layer_model_v3_complete_training_48 on the emotion dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.4023
  • —Accuracy: 0.899

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: 64
  • —evalbatchsize: 64
  • —seed: 33
  • —distributed_type: multi-GPU
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 10

Training results

Training LossEpochStepValidation LossAccuracy
0.91121.02500.51760.8495
0.3892.05000.36170.8755
0.28943.07500.30370.8905
0.23594.010000.33460.895
0.18835.012500.31780.8955
0.16386.015000.35970.897
0.12177.017500.40750.8895
0.09628.020000.40230.899
0.07329.022500.44790.8955
0.056910.025000.48940.8985

Framework versions

  • —Transformers 4.34.0
  • —Pytorch 1.14.0a0+410ce96
  • —Datasets 2.14.5
  • —Tokenizers 0.14.1