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BART-finetuned-on-training-knowledge

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

  • Loss: 2.1989
  • Bleu: 3.6495
  • Gen Len: 19.6357

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
  • train_batch_size: 3
  • eval_batch_size: 3
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 2

Training results

Training Loss Epoch Step Validation Loss Bleu Gen Len
2.4258 1.0 1679 2.2498 3.042 19.3821
2.0762 2.0 3358 2.1989 3.6495 19.6357

Framework versions

  • Transformers 4.34.1
  • Pytorch 2.0.1+cu117
  • Datasets 2.13.0
  • Tokenizers 0.14.1
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Model size
406M params
Tensor type
F32
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