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satyanshu404/bart-large-mnli-Kaggle-Science-LLM-finetuned

sourceHugging Facemitupdated 3y agoView on Hugging Face
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Model Card

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bart-large-mnli-Kaggle-Science-LLM-finetuned

This model is a fine-tuned version of facebook/bart-large-mnli on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 2.7109

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: 1
  • —evalbatchsize: 1
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 10

Training results

Training LossEpochStepValidation Loss
0.78651.08001.1187
0.67852.016001.2005
0.7743.024001.1685
0.46214.032001.3130
0.41385.040002.2119
0.31626.048002.0261
0.27787.056001.9403
0.24768.064002.5232
0.17189.072002.6737
0.086910.080002.7109

Framework versions

  • —Transformers 4.33.3
  • —Pytorch 2.0.1+cu118
  • —Datasets 2.14.5
  • —Tokenizers 0.13.3