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long-t5-local-base-ARv1-ARv2

This model is a fine-tuned version of G-R-A-V-I-T-Y/long-t5-local-base-ARv1 on the None dataset. It achieves the following results on the evaluation set:

  • Loss: 0.8884
  • Exact Match: 25.4
  • Gen Len: 3.681

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
  • train_batch_size: 8
  • eval_batch_size: 8
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 7

Training results

Training Loss Epoch Step Validation Loss Exact Match Gen Len
1.4893 1.0 625 1.0893 16.6 3.982
1.1267 2.0 1250 1.0381 17.6 3.968
1.1437 3.0 1875 0.9417 25.4 3.678
0.9856 4.0 2500 0.9255 26.9 3.496
1.0154 5.0 3125 0.8974 23.5 3.731
1.0412 6.0 3750 0.8926 25.1 3.618
1.0409 7.0 4375 0.8884 25.4 3.681

Framework versions

  • Transformers 4.41.0
  • Pytorch 2.2.1
  • Datasets 2.19.1
  • Tokenizers 0.19.1
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