CoolFace
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jakub014/ColD-Fusion-finetuned-effectiveness-redditCMV

sourceHugging Facemitupdated 4y agoView on Hugging Face
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Model Card

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ColD-Fusion-finetuned-persuasiveness-redditCMV

This model is a fine-tuned version of ibm/ColD-Fusion on an unknown dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.7958
  • —Accuracy: 0.5963

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
0.70141.05160.69100.5332
0.66512.010320.67390.5919
0.53083.015480.79580.5963
0.36024.020641.04730.5847
0.23155.025801.35870.5827

Framework versions

  • —Transformers 4.27.2
  • —Pytorch 1.13.1+cu116
  • —Datasets 2.10.1
  • —Tokenizers 0.13.2