CoolFace
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conflick0/impact-cat

sourceHugging Faceupdated 2y agoView on Hugging Face
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Model Card

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impact-cat

This model is a fine-tuned version of allenai/scibert_scivocab_uncased on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.5393
  • Accuracy: 0.7781

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: 8

Training results

Training LossEpochStepValidation LossAccuracy
No log1.01600.41520.8406
No log2.03200.44620.8375
No log3.04800.41970.8203
0.5114.06400.46870.8453
0.5115.08000.45950.8328
0.5116.09600.47730.8047
0.26077.011200.51490.7953
0.26078.012800.53930.7781

Framework versions

  • Transformers 4.38.2
  • Pytorch 2.2.1+cu121
  • Datasets 2.18.0
  • Tokenizers 0.15.2