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ghc-google-t5-v1_1-large-inter_model-frequency-model_annots_str-pairwise-mse

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ghc-google-t5-v1_1-large-inter_model-frequency-model_annots_str-pairwise-mse

This model is a fine-tuned version of google/t5-v1_1-large on the None dataset. It achieves the following results on the evaluation set:

  • Train Loss: 3.2660
  • Loss: 0.2930
  • Losses: [6, 6, 3, 2, 5, 2, 2, 5, 2, 2, 5, 0, 2, 2, 6, 3, 2, 5, 2, 2, 4, 2, 2, 2, 2, 2, 6, 2, 3, 2, 2, 2, 2, 6, 2, 2, 2, 2, 2, 2, 2, 6, 2, 2, 2, 5, 4, 6, 5, 2, 3, 2, 4, 3, 3, 2, 3, 2, 6, 3, 4, 6, 2, 6, 2, 5, 4, 3, 2, 2, 6, 4, 2, 6, 6, 2, 5, 5, 2, 2, 6, 2, 6, 5, 2, 2, 6, 6, 2, 2, 6, 2, 2, 2, 6, 6, 3, 3, 5, 6, 3, 3, 5, 4, 3, 5, 2, 6, 6, 2, 2, 2, 2, 2, 2, 2, 6, 2, 3, 2, 1, 2, 2, 2, 2, 6, 4, 2, 4, 2, 6, 2, 5, 2, 3, 6, 3, 2, 2, 2, 2, 6, 6, 3, 2, 6, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 5, 2, 2, 2, 6, 5, 3, 6, 2, 3, 2, 2, 4, 2, 2, 6, 5, 6, 1, 4, 2, 3, 6, 2, 4, 2, 4, 2, 2, 2, 2, 3, 3, 5, 2, 2, 6, 5, 2, 3, 4, 3, 2, 2, 2, 2, 3, 2, 6, 2, 2, 2, 4, 4, 3, 6, 4, 5, 4, 2, 2, 2, 2, 2, 0, 2, 2, 6, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 6, 1, 6, 6, 4, 2, 2, 2, 2, 6, 4, 2, 2, 3, 2, 2, 2, 2, 2, 6, 1, 2, 2, 6, 0, 2, 3, 2, 6, 5, 5, 2, 6, 2, 2, 6, 6, 2, 2, 6, 2, 6, 2, 2, 2, 6, 4, 6, 5, 1, 2, 6, 5, 4, 2, 2, 6, 2, 2, 6, 2, 6, 2, 2, 2, 2, 5, 2, 6, 6, 3, 2, 4, 4, 3, 2, 2, 2, 2, 6, 2, 6, 5, 5, 2, 2, 2, 5, 2, 6, 4, 4, 2, 2, 2, 6, 2, 2, 6, 5, 2, 5, 4, 5, 3, 2, 5, 6, 2, 2, 2, 2, 2, 3, 3, 2, 2, 6, 6, 2, 2, 6, 5, 2, 2, 2, 4, 2, 2, 2, 2, 2, 4, 5, 2, 6, 4, 2, 2, 4, 2, 6, 4, 2, 5, 3, 2, 2, 6, 5, 5, 2, 2, 5, 2, 6, 2, 2, 2, 2, 6, 2, 2, 2, 6, 6, 2, 1, 2, 4, 3, 4, 2, 6, 2, 1, 2, 5, 2, 6, 2, 2, 6, 2, 6, 2, 2, 2, 3, 2, 6, 6, 4, 2, 2, 6, 2, 2, 2, 6, 6, 2, 2, 2, 2, 6, 6, 5, 5, 6, 6, 2, 6, 2, 2, 2, 6, 2, 6, 2, 6, 3, 4, 2, 6, 3, 2, 2, 2, 6, 6, 2, 2, 2, 5, 2, 2, 2, 2, 2, 2, 2, 5, 2, 2, 3, 2, 2, 5, 4, 6, 2, 6, 2, 6, 2, 2, 4, 2, 6, 2, 6, 2, 6, 2, 4, 2, 6, 4, 1, 2, 6, 2, 5, 6, 2, 2, 6, 2, 6, 2, 2, 4, 2, 5, 2, 2, 6, 6, 2, 6, 3, 5, 4, 6, 2, 2, 6, 4, 4, 2, 2, 3, 3, 6, 2, 5, 6, 6, 6, 3, 5, 2, 5, 6, 2, 2, 2, 2, 2, 6, 2, 4, 6, 2, 2, 2, 2, 6, 2, 2, 2, 2, 6, 3, 2, 4, 3, 4, 2, 2, 2, 2, 2, 3, 2, 6, 1, 3, 6, 1, 1, 2, 4, 2, 5, 5, 6, 2, 2, 2, 3, 2, 2, 3, 0, 5, 4, 2, 6, 3, 6, 6, 2, 6, 2, 4, 2, 2, 4, 3, 3, 6, 6, 4, 2, 2, 2, 2, 3, 4, 4, 2, 4, 6, 2, 2, 2, 6, 2, 3, 3, 2, 2, 6, 2, 2, 2, 8, 2, 6, 4, 2, 2, 1, 5, 2, 6, 2, 2, 5, 2, 6, 4, 3, 5, 6, 3, 6, 5, 6, 2, 2, 6, 2, 2, 5, 2, 2, 2, 4, 2, 5, 2, 2, 2, 4, 6, 4, 6, 2, 6, 5, 2, 5, 2, 2, 3, 2, 4, 6, 5, 2, 3, 3, 2, 6, 2, 6, 2, 6, 2, 1, 4, 5, 2, 6, 2, 3, 3, 2, 2, 3, 2, 6, 6, 2, 3, 5, 2, 2, 3, 2, 6, 6, 4, 2, 4, 4, 6, 2, 6, 2, 6, 2, 0, 2, 2, 2, 2, 6, 2, 2, 6, 2, 2, 2, 4, 3, 2, 2, 5, 2, 2, 2, 2, 6, 2, 3, 3, 2, 2, 3, 2, 6, 2, 4, 2, 2, 6, 2, 2, 3, 6, 5, 2, 2, 1, 2, 2, 2, 2, 6, 2, 6, 6, 2, 2, 3, 2, 2, 2, 2, 5, 6, 6, 2, 2, 5, 4, 2, 2, 2, 2, 5, 0, 2, 2, 2, 2, 5, 2, 2, 2, 5, 2, 3, 2, 6, 5, 2, 4, 2, 4, 5, 5, 2, 2, 4, 6, 3, 2, 3, 2, 3, 3, 2, 3, 2, 5, 4, 5, 2, 2, 6, 3, 4, 2, 3, 2, 2, 4, 3, 4, 3, 6, 2, 5, 2, 3, 4, 2, 5, 2, 6, 4, 2, 6, 2, 2, 6, 6, 5, 3, 6, 5, 2, 6, 3, 6, 6, 2, 2, 6, 2, 5, 3, 2, 3, 2, 2, 5, 2, 5, 5, 2, 4, 2, 2, 6, 2, 2, 5, 2, 2, 5, 4, 2, 3, 3, 2, 2, 5, 6, 3, 2, 2, 2, 6, 2, 2, 2, 2, 6, 4, 2, 3, 2, 3, 3, 3, 2, 2, 2, 2, 2, 2, 2, 3, 2, 4, 2, 6, 2, 2, 6, 2, 5, 2, 4, 2, 4, 6, 2, 2, 2, 4, 2, 5, 2, 3, 2, 2, 2, 2, 2, 4, 2, 2, 2, 4, 5, 2, 2, 2, 2, 6, 5, 2, 2, 6, 2, 2, 6, 2, 4, 3, 2, 2, 6, 6, 4, 3, 2, 2, 2, 6, 4, 6, 2, 4, 2, 2, 2, 1, 2, 6, 2, 2, 2, 0, 2, 2, 2, 6, 3, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 6, 2, 4, 5, 2, 6, 2, 1, 2, 3, 5, 2, 4, 5, 2, 2, 2, 2, 4, 2, 1, 6, 6, 2, 2, 6, 2, 2, 2, 2, 1, 6, 5, 4, 2, 6, 6, 2, 2, 2, 2, 2, 6, 3, 4, 2, 3, 2, 2, 2, 2, 2, 5, 2, 6, 2, 6, 5, 2, 2, 2, 6, 5, 6, 0, 3, 2, 2, 2, 2, 4, 3, 2, 2, 3, 2, 6, 2, 6, 2, 2, 5, 2, 2, 4, 4, 5, 2, 2, 5, 2, 4, 2, 2, 2, 6, 2, 2, 2, 5, 6, 2, 5, 6, 2, 6, 6, 5, 3, 6, 2, 4, 2, 2, 2, 2, 2, 2, 2, 2, 5, 6, 2, 2, 2, 1, 3, 6, 2, 5, 2, 4, 5, 2, 2, 2, 6, 4, 2, 3, 2, 2, 2, 2, 4, 2, 4, 2, 3, 2, 2, 2, 2, 6, 2, 2, 6, 3, 5, 1, 2, 2, 2, 6, 2, 1, 2, 6, 2, 6, 4, 2, 4, 2, 5, 6, 2, 2, 2, 4, 2, 4, 4, 2, 2, 6, 2, 2, 2, 2, 5, 3, 2, 2, 2, 5, 6, 6, 2, 2, 2, 5, 2, 3, 2, 3, 5, 4, 6, 2, 2, 2, 2, 5, 2, 2, 2, 4, 3, 3, 2, 2, 6, 6, 5, 6, 2, 2, 2, 2, 2, 2, 5, 2, 2, 4, 4, 6, 4, 2, 4, 2, 6, 6, 3, 4, 2, 5, 2, 5, 2, 2, 3, 6, 6, 2, 3, 2, 4, 3, 3, 2, 6, 2, 3, 5, 2, 3, 5, 6, 2, 2, 4, 2, 2, 2, 2, 6, 4, 6, 2, 2, 5, 5, 6, 6, 2, 2, 5, 2, 5, 6, 2, 2, 6, 5, 6, 6, 6, 2, 3, 4, 2, 4, 2, 2, 2, 2, 2, 2, 2, 3, 5, 2, 2, 2, 4, 6, 3, 6, 4, 2, 3, 2, 3, 1, 5, 2, 2, 2, 2, 3, 6, 4, 5, 3, 4, 2, 5, 5, 2, 2, 2]

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: 0.0001
  • train_batch_size: 32
  • eval_batch_size: 32
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 200

Training results

Training Loss Epoch Step Train Loss Validation Loss Losses
6.0845 1.0 345 5.9084 6.2118 [7, 6, 7, 4, 8, 4, 4, 6, 8, 9, 5, 7, 9, 4, 6, 1, 9, 6, 9, 8, 8, 9, 9, 4, 4, 8, 7, 9, 1, 4, 4, 9, 4, 8, 4, 4, 4, 4, 4, 8, 8, 7, 0, 4, 9, 6, 5, 7, 6, 4, 1, 4, 8, 8, 5, 4, 4, 9, 8, 4, 5, 7, 10, 7, 4, 5, 5, 1, 8, 4, 7, 5, 4, 7, 7, 4, 6, 6, 8, 4, 6, 8, 7, 8, 3, 4, 7, 7, 8, 4, 6, 9, 9, 4, 7, 7, 4, 4, 8, 7, 1, 4, 6, 6, 4, 6, 4, 7, 8, 4, 6, 8, 5, 4, 9, 4, 7, 0, 8, 9, 2, 4, 4, 9, 4, 8, 8, 0, 9, 4, 6, 4, 6, 4, 7, 7, 4, 9, 4, 9, 4, 7, 7, 3, 4, 7, 4, 4, 4, 4, 9, 14, 4, 8, 9, 9, 4, 4, 6, 8, 9, 4, 7, 8, 4, 7, 8, 1, 3, 8, 5, 4, 4, 8, 8, 8, 7, 5, 4, 2, 7, 4, 9, 9, 5, 8, 9, 4, 4, 4, 4, 6, 4, 4, 7, 8, 8, 1, 5, 1, 9, 5, 8, 4, 8, 4, 8, 4, 4, 4, 5, 2, 1, 6, 6, 6, 4, 4, 8, 8, 4, 4, 2, 7, 4, 7, 0, 5, 4, 4, 5, 8, 6, 6, 4, 4, 8, 7, 2, 8, 7, 5, 4, 9, 5, 9, 7, 9, 4, 4, 8, 4, 4, 7, 4, 4, 6, 2, 9, 8, 6, 2, 9, 8, 9, 7, 6, 8, 9, 7, 4, 4, 8, 7, 4, 7, 7, 9, 7, 4, 4, 6, 8, 5, 8, 8, 2, 4, 7, 6, 7, 9, 4, 7, 4, 4, 7, 4, 7, 9, 5, 4, 4, 9, 4, 7, 7, 5, 4, 5, 5, 5, 8, 8, 4, 4, 7, 5, 8, 6, 12, 3, 0, 4, 7, 4, 7, 5, 5, 4, 3, 4, 7, 9, 9, 7, 6, 8, 6, 2, 6, 4, 4, 6, 7, 4, 4, 4, 8, 4, 1, 4, 4, 7, 7, 8, 4, 9, 7, 8, 4, 4, 7, 5, 4, 4, 8, 4, 9, 9, 6, 8, 8, 5, 4, 3, 5, 4, 8, 5, 4, 7, 4, 8, 4, 7, 6, 8, 8, 4, 8, 4, 7, 4, 4, 9, 8, 8, 9, 4, 4, 7, 7, 4, 2, 9, 9, 4, 5, 4, 8, 4, 9, 0, 8, 4, 7, 9, 8, 7, 4, 7, 9, 9, 4, 4, 4, 7, 8, 7, 4, 6, 7, 9, 4, 4, 7, 6, 9, 4, 9, 4, 6, 6, 9, 5, 8, 6, 4, 7, 4, 9, 9, 7, 4, 7, 9, 7, 4, 3, 9, 8, 4, 4, 4, 9, 8, 7, 4, 4, 9, 8, 4, 4, 4, 9, 4, 4, 4, 6, 9, 5, 6, 4, 4, 6, 2, 7, 4, 7, 8, 8, 4, 4, 5, 4, 7, 4, 7, 9, 6, 6, 5, 4, 7, 5, 2, 4, 7, 6, 8, 7, 4, 4, 8, 9, 8, 4, 4, 4, 4, 8, 9, 9, 7, 7, 4, 7, 1, 9, 8, 8, 8, 4, 7, 6, 8, 4, 8, 8, 4, 7, 4, 6, 7, 9, 7, 7, 6, 0, 8, 8, 9, 9, 4, 4, 7, 8, 9, 5, 8, 7, 8, 9, 8, 8, 9, 4, 4, 9, 18, 1, 10, 5, 4, 4, 4, 8, 4, 4, 9, 6, 8, 7, 2, 4, 6, 5, 2, 9, 5, 7, 6, 6, 8, 4, 8, 8, 8, 4, 4, 4, 2, 6, 7, 0, 8, 4, 8, 8, 7, 9, 4, 5, 3, 4, 5, 4, 5, 6, 8, 8, 9, 5, 4, 4, 4, 5, 5, 4, 2, 7, 3, 8, 4, 6, 4, 1, 4, 9, 0, 8, 9, 9, 4, 9, 8, 7, 5, 4, 4, 6, 6, 4, 8, 4, 8, 6, 9, 6, 5, 1, 6, 8, 7, 7, 6, 6, 9, 4, 8, 4, 4, 8, 4, 4, 3, 5, 4, 6, 8, 4, 9, 5, 8, 4, 7, 9, 9, 6, 4, 9, 9, 4, 5, 4, 5, 7, 8, 8, 4, 4, 7, 7, 9, 7, 4, 7, 4, 2, 5, 6, 4, 6, 9, 4, 4, 8, 4, 1, 4, 7, 8, 4, 8, 6, 7, 7, 6, 3, 7, 6, 5, 6, 5, 5, 7, 4, 7, 4, 8, 7, 2, 8, 4, 8, 4, 8, 4, 4, 8, 4, 4, 4, 5, 4, 9, 4, 9, 4, 4, 4, 4, 7, 4, 4, 7, 4, 4, 6, 8, 13, 4, 8, 9, 4, 7, 3, 9, 4, 7, 6, 0, 4, 6, 9, 4, 9, 4, 7, 4, 8, 7, 9, 4, 4, 4, 4, 8, 4, 8, 8, 8, 8, 9, 6, 5, 5, 5, 4, 4, 6, 7, 9, 4, 4, 4, 6, 9, 9, 4, 6, 4, 4, 9, 7, 6, 9, 2, 4, 8, 8, 6, 8, 8, 8, 9, 4, 8, 1, 4, 4, 4, 9, 4, 9, 6, 5, 6, 9, 6, 15, 7, 6, 4, 4, 8, 4, 5, 4, 5, 7, 7, 8, 8, 4, 8, 5, 4, 6, 4, 9, 4, 9, 7, 4, 9, 7, 7, 6, 4, 7, 6, 8, 7, 5, 6, 7, 9, 9, 8, 8, 6, 5, 4, 5, 4, 8, 6, 9, 6, 8, 9, 9, 4, 4, 6, 4, 8, 6, 8, 8, 6, 5, 4, 1, 4, 4, 9, 6, 8, 5, 4, 4, 9, 7, 8, 8, 9, 4, 8, 5, 4, 1, 4, 4, 4, 4, 4, 9, 9, 4, 4, 9, 4, 9, 4, 5, 4, 8, 9, 9, 8, 4, 6, 5, 8, 4, 5, 7, 5, 4, 4, 2, 4, 8, 8, 4, 4, 4, 4, 4, 4, 5, 9, 4, 8, 5, 6, 9, 9, 9, 4, 7, 6, 4, 3, 7, 4, 4, 7, 4, 5, 7, 11, 9, 7, 7, 5, 4, 4, 4, 4, 7, 8, 8, 8, 5, 4, 4, 4, 2, 8, 7, 7, 8, 9, 6, 4, 8, 9, 7, 4, 8, 9, 9, 4, 5, 5, 5, 4, 9, 4, 7, 4, 5, 6, 8, 7, 4, 2, 8, 4, 6, 4, 5, 6, 9, 4, 7, 4, 5, 0, 2, 6, 7, 4, 4, 7, 4, 4, 4, 9, 6, 7, 8, 5, 9, 7, 7, 9, 8, 9, 4, 4, 7, 4, 5, 4, 4, 4, 4, 8, 9, 9, 6, 5, 8, 4, 7, 6, 4, 6, 4, 6, 6, 7, 7, 3, 8, 4, 4, 8, 5, 7, 9, 4, 4, 4, 7, 8, 7, 4, 4, 6, 4, 4, 2, 5, 6, 9, 4, 6, 4, 5, 4, 4, 4, 7, 4, 4, 4, 6, 6, 4, 8, 6, 8, 8, 8, 8, 4, 7, 8, 8, 4, 4, 8, 0, 9, 7, 4, 4, 7, 8, 4, 4, 4, 2, 8, 7, 4, 6, 8, 5, 6, 4, 4, 4, 7, 5, 4, 8, 4, 4, 7, 8, 5, 9, 5, 4, 7, 4, 4, 4, 7, 7, 8, 9, 7, 4, 6, 6, 4, 9, 9, 7, 5, 2, 9, 6, 4, 7, 5, 4, 5, 8, 6, 7, 4, 4, 4, 5, 4, 4, 5, 4, 4, 7, 9, 9, 4, 4, 8, 4, 4, 8, 9, 6, 8, 7, 4, 8, 9, 6, 9, 4, 4, 6, 6, 5, 6, 4, 4, 7, 4, 6, 4, 8, 4, 6, 8, 4, 9, 4, 7, 7, 7, 7, 9, 8, 4, 4, 8, 8, 6, 8, 4, 5, 7, 7, 7, 8, 8, 4, 8, 7, 7, 8, 4, 7, 9, 6, 9, 4, 4, 7, 7, 5, 8, 9, 2, 5, 1, 9, 7, 5, 4, 6, 4, 8, 6, 7, 7, 4, 8, 4, 5, 4, 9, 8, 5, 6, 4, 4, 6, 8, 7, 7, 4, 4, 6, 4, 6, 7, 9, 4, 8, 6, 7, 7, 8, 4, 1, 8, 8, 5, 9, 4, 4, 9, 9, 9, 3, 4, 9, 9, 4, 4, 7, 7, 7, 7, 5, 9, 4, 9, 8, 6, 6, 4, 4, 9, 4, 8, 8, 8, 6, 4, 5, 4, 8, 6, 4, 8, 9]
5.3697 2.0 690 7.0865 5.3257 [6, 8, 8, 9, 6, 8, 9, 8, 8, 9, 8, 7, 9, 7, 6, 4, 4, 6, 4, 7, 8, 9, 4, 9, 9, 8, 8, 4, 4, 9, 9, 9, 4, 8, 9, 9, 9, 9, 9, 7, 8, 8, 5, 9, 9, 8, 6, 8, 8, 4, 4, 9, 5, 4, 4, 9, 6, 9, 8, 8, 8, 6, 8, 8, 9, 6, 8, 4, 7, 9, 8, 8, 9, 8, 7, 4, 8, 8, 8, 9, 8, 8, 7, 6, 6, 9, 6, 8, 4, 9, 8, 4, 9, 8, 7, 7, 8, 8, 8, 6, 4, 4, 8, 8, 4, 8, 9, 8, 7, 9, 3, 8, 9, 8, 4, 4, 8, 0, 4, 9, 6, 9, 9, 9, 8, 8, 8, 4, 8, 9, 8, 9, 8, 9, 8, 7, 4, 4, 8, 9, 9, 8, 7, 4, 9, 6, 4, 8, 4, 4, 9, 8, 8, 8, 9, 9, 8, 8, 6, 8, 8, 8, 8, 8, 8, 7, 9, 4, 6, 8, 5, 9, 9, 8, 6, 7, 2, 4, 9, 3, 7, 8, 8, 9, 8, 9, 9, 9, 9, 8, 8, 6, 4, 4, 8, 6, 4, 4, 6, 4, 9, 7, 4, 8, 4, 8, 8, 9, 9, 9, 6, 4, 4, 8, 8, 8, 8, 4, 9, 9, 4, 4, 7, 8, 9, 8, 4, 7, 4, 8, 4, 8, 8, 6, 9, 8, 4, 8, 6, 7, 7, 5, 8, 9, 5, 9, 8, 8, 9, 8, 4, 9, 9, 8, 9, 9, 6, 5, 8, 9, 6, 7, 9, 8, 9, 8, 8, 6, 4, 8, 7, 9, 8, 8, 7, 8, 7, 9, 6, 9, 9, 3, 8, 5, 8, 6, 6, 8, 6, 6, 5, 9, 9, 7, 9, 9, 8, 9, 8, 9, 8, 9, 9, 8, 9, 8, 7, 8, 4, 6, 5, 6, 4, 8, 9, 4, 8, 8, 7, 6, 6, 4, 5, 4, 6, 8, 7, 8, 5, 8, 6, 9, 6, 4, 9, 8, 8, 4, 6, 2, 8, 8, 7, 8, 6, 9, 9, 9, 8, 8, 4, 4, 8, 8, 8, 7, 9, 4, 8, 8, 8, 8, 3, 6, 4, 4, 8, 8, 9, 8, 8, 8, 7, 5, 9, 6, 8, 8, 7, 8, 9, 8, 6, 9, 9, 8, 8, 8, 4, 7, 6, 8, 8, 7, 4, 4, 9, 8, 9, 9, 8, 8, 8, 4, 5, 8, 8, 8, 5, 9, 8, 9, 6, 5, 6, 8, 8, 8, 8, 8, 4, 7, 9, 9, 8, 8, 4, 8, 7, 8, 8, 6, 7, 4, 8, 8, 6, 8, 9, 8, 9, 8, 8, 8, 6, 6, 6, 7, 9, 8, 4, 4, 9, 8, 9, 6, 4, 8, 4, 4, 9, 7, 8, 9, 8, 9, 7, 8, 9, 9, 9, 8, 9, 9, 9, 9, 8, 9, 9, 6, 9, 8, 4, 8, 8, 6, 2, 7, 9, 8, 4, 8, 4, 8, 8, 4, 8, 9, 7, 9, 8, 6, 6, 9, 8, 8, 5, 8, 7, 6, 8, 8, 4, 9, 8, 4, 7, 8, 8, 2, 8, 6, 9, 9, 7, 6, 9, 6, 1, 6, 5, 6, 8, 4, 8, 5, 8, 8, 9, 8, 7, 6, 9, 8, 6, 6, 8, 8, 6, 5, 8, 8, 9, 9, 4, 9, 9, 7, 9, 8, 8, 8, 4, 9, 8, 5, 4, 8, 8, 8, 8, 3, 9, 8, 8, 5, 4, 8, 8, 8, 4, 4, 4, 8, 5, 4, 8, 2, 2, 9, 8, 8, 8, 6, 8, 9, 9, 4, 8, 8, 4, 4, 2, 8, 6, 5, 7, 6, 7, 8, 8, 8, 4, 5, 4, 7, 6, 8, 8, 8, 8, 5, 9, 8, 4, 8, 4, 8, 6, 8, 4, 6, 6, 4, 4, 7, 9, 4, 4, 8, 4, 8, 9, 9, 9, 4, 4, 8, 8, 8, 7, 6, 8, 8, 8, 9, 8, 6, 9, 8, 8, 4, 6, 8, 8, 7, 8, 7, 4, 9, 6, 7, 8, 8, 8, 9, 3, 6, 9, 8, 9, 8, 8, 8, 8, 4, 6, 9, 8, 6, 4, 6, 9, 9, 4, 8, 8, 8, 8, 9, 8, 8, 8, 6, 9, 8, 9, 7, 4, 5, 8, 6, 8, 8, 9, 8, 8, 8, 4, 4, 8, 8, 7, 4, 8, 8, 4, 8, 6, 6, 6, 7, 8, 6, 6, 5, 6, 9, 6, 8, 7, 4, 7, 8, 8, 4, 9, 7, 7, 4, 8, 4, 9, 9, 8, 8, 4, 9, 8, 4, 8, 8, 8, 8, 9, 4, 8, 8, 7, 8, 8, 7, 8, 8, 9, 8, 7, 3, 8, 8, 6, 8, 0, 8, 6, 9, 8, 4, 8, 8, 9, 8, 8, 9, 4, 8, 9, 8, 8, 4, 6, 8, 7, 9, 9, 6, 8, 0, 4, 9, 8, 6, 7, 4, 9, 9, 9, 8, 8, 9, 9, 6, 8, 8, 4, 8, 8, 8, 2, 8, 5, 6, 6, 9, 9, 8, 7, 6, 8, 4, 8, 4, 8, 9, 8, 9, 6, 8, 6, 9, 6, 7, 8, 8, 9, 8, 8, 9, 5, 6, 8, 8, 7, 7, 8, 8, 8, 6, 4, 6, 7, 7, 2, 9, 6, 9, 4, 7, 8, 6, 8, 6, 8, 8, 8, 4, 8, 8, 9, 9, 7, 8, 6, 8, 9, 4, 8, 8, 6, 9, 8, 6, 4, 5, 8, 8, 8, 9, 8, 8, 4, 4, 6, 5, 9, 4, 6, 9, 9, 6, 7, 8, 9, 8, 9, 8, 8, 8, 9, 8, 7, 8, 9, 4, 9, 8, 8, 4, 8, 4, 9, 4, 4, 4, 4, 8, 8, 8, 9, 7, 8, 9, 6, 9, 8, 8, 5, 7, 6, 8, 9, 8, 9, 4, 9, 8, 7, 8, 9, 9, 9, 8, 9, 8, 9, 4, 8, 6, 8, 4, 4, 9, 4, 8, 6, 9, 4, 6, 8, 9, 7, 8, 6, 8, 4, 9, 8, 8, 8, 6, 9, 8, 9, 6, 6, 8, 4, 5, 9, 8, 8, 6, 8, 8, 4, 7, 9, 7, 9, 8, 4, 7, 8, 8, 9, 9, 8, 0, 8, 8, 9, 9, 9, 7, 9, 8, 6, 8, 6, 9, 5, 9, 8, 6, 8, 8, 6, 9, 4, 8, 8, 8, 4, 6, 7, 6, 9, 9, 8, 8, 9, 9, 9, 2, 8, 8, 8, 9, 6, 8, 4, 8, 9, 8, 9, 8, 4, 6, 8, 8, 9, 4, 9, 9, 8, 6, 4, 7, 9, 8, 6, 4, 6, 9, 8, 6, 8, 2, 1, 9, 8, 7, 4, 6, 4, 9, 9, 8, 9, 8, 4, 8, 9, 9, 6, 8, 8, 4, 6, 6, 4, 9, 8, 9, 8, 9, 8, 9, 6, 9, 9, 9, 8, 8, 9, 8, 6, 4, 8, 8, 8, 4, 8, 4, 8, 8, 9, 9, 4, 9, 8, 8, 4, 8, 7, 4, 8, 7, 5, 4, 8, 9, 8, 9, 8, 6, 9, 4, 8, 8, 8, 9, 8, 9, 9, 8, 8, 6, 9, 8, 8, 8, 8, 4, 9, 4, 6, 9, 4, 8, 4, 8, 6, 9, 9, 4, 8, 4, 2, 4, 8, 9, 7, 8, 4, 8, 9, 6, 8, 7, 9, 8, 6, 7, 4, 8, 4, 4, 7, 9, 9, 7, 4, 8, 6, 9, 4, 9, 8, 7, 8, 9, 9, 9, 6, 4, 4, 7, 6, 6, 8, 7, 4, 8, 4, 7, 6, 9, 8, 8, 6, 4, 4, 4, 8, 8, 6, 8, 8, 9, 8, 9, 9, 8, 9, 8, 9, 8, 8, 6, 8, 8, 4, 5, 9, 8, 8, 8, 8, 7, 8, 4, 8, 8, 8, 8, 8, 6, 4, 4, 9, 4, 6, 4, 8, 6, 4, 8, 8, 9, 8, 6, 8, 4, 9, 6, 8, 4, 8, 8, 8, 6, 8, 4, 9, 6, 8, 8, 8, 9, 9, 6, 9, 8, 6, 9, 9, 8, 6, 8, 6, 6, 8, 4, 8, 8, 8, 9, 8, 8, 4, 4, 9, 6, 6, 8, 9, 4, 9, 8, 6, 4, 8, 8, 9, 6, 9, 8, 2, 6, 9, 4, 8, 8, 4, 8, 5, 6, 8, 6, 9, 8, 6, 9, 8, 4]
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0.2984 19.0 6555 3.2660 0.2930 [6, 6, 3, 2, 5, 2, 2, 5, 2, 2, 5, 0, 2, 2, 6, 3, 2, 5, 2, 2, 4, 2, 2, 2, 2, 2, 6, 2, 3, 2, 2, 2, 2, 6, 2, 2, 2, 2, 2, 2, 2, 6, 2, 2, 2, 5, 4, 6, 5, 2, 3, 2, 4, 3, 3, 2, 3, 2, 6, 3, 4, 6, 2, 6, 2, 5, 4, 3, 2, 2, 6, 4, 2, 6, 6, 2, 5, 5, 2, 2, 6, 2, 6, 5, 2, 2, 6, 6, 2, 2, 6, 2, 2, 2, 6, 6, 3, 3, 5, 6, 3, 3, 5, 4, 3, 5, 2, 6, 6, 2, 2, 2, 2, 2, 2, 2, 6, 2, 3, 2, 1, 2, 2, 2, 2, 6, 4, 2, 4, 2, 6, 2, 5, 2, 3, 6, 3, 2, 2, 2, 2, 6, 6, 3, 2, 6, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 5, 2, 2, 2, 6, 5, 3, 6, 2, 3, 2, 2, 4, 2, 2, 6, 5, 6, 1, 4, 2, 3, 6, 2, 4, 2, 4, 2, 2, 2, 2, 3, 3, 5, 2, 2, 6, 5, 2, 3, 4, 3, 2, 2, 2, 2, 3, 2, 6, 2, 2, 2, 4, 4, 3, 6, 4, 5, 4, 2, 2, 2, 2, 2, 0, 2, 2, 6, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 6, 1, 6, 6, 4, 2, 2, 2, 2, 6, 4, 2, 2, 3, 2, 2, 2, 2, 2, 6, 1, 2, 2, 6, 0, 2, 3, 2, 6, 5, 5, 2, 6, 2, 2, 6, 6, 2, 2, 6, 2, 6, 2, 2, 2, 6, 4, 6, 5, 1, 2, 6, 5, 4, 2, 2, 6, 2, 2, 6, 2, 6, 2, 2, 2, 2, 5, 2, 6, 6, 3, 2, 4, 4, 3, 2, 2, 2, 2, 6, 2, 6, 5, 5, 2, 2, 2, 5, 2, 6, 4, 4, 2, 2, 2, 6, 2, 2, 6, 5, 2, 5, 4, 5, 3, 2, 5, 6, 2, 2, 2, 2, 2, 3, 3, 2, 2, 6, 6, 2, 2, 6, 5, 2, 2, 2, 4, 2, 2, 2, 2, 2, 4, 5, 2, 6, 4, 2, 2, 4, 2, 6, 4, 2, 5, 3, 2, 2, 6, 5, 5, 2, 2, 5, 2, 6, 2, 2, 2, 2, 6, 2, 2, 2, 6, 6, 2, 1, 2, 4, 3, 4, 2, 6, 2, 1, 2, 5, 2, 6, 2, 2, 6, 2, 6, 2, 2, 2, 3, 2, 6, 6, 4, 2, 2, 6, 2, 2, 2, 6, 6, 2, 2, 2, 2, 6, 6, 5, 5, 6, 6, 2, 6, 2, 2, 2, 6, 2, 6, 2, 6, 3, 4, 2, 6, 3, 2, 2, 2, 6, 6, 2, 2, 2, 5, 2, 2, 2, 2, 2, 2, 2, 5, 2, 2, 3, 2, 2, 5, 4, 6, 2, 6, 2, 6, 2, 2, 4, 2, 6, 2, 6, 2, 6, 2, 4, 2, 6, 4, 1, 2, 6, 2, 5, 6, 2, 2, 6, 2, 6, 2, 2, 4, 2, 5, 2, 2, 6, 6, 2, 6, 3, 5, 4, 6, 2, 2, 6, 4, 4, 2, 2, 3, 3, 6, 2, 5, 6, 6, 6, 3, 5, 2, 5, 6, 2, 2, 2, 2, 2, 6, 2, 4, 6, 2, 2, 2, 2, 6, 2, 2, 2, 2, 6, 3, 2, 4, 3, 4, 2, 2, 2, 2, 2, 3, 2, 6, 1, 3, 6, 1, 1, 2, 4, 2, 5, 5, 6, 2, 2, 2, 3, 2, 2, 3, 0, 5, 4, 2, 6, 3, 6, 6, 2, 6, 2, 4, 2, 2, 4, 3, 3, 6, 6, 4, 2, 2, 2, 2, 3, 4, 4, 2, 4, 6, 2, 2, 2, 6, 2, 3, 3, 2, 2, 6, 2, 2, 2, 8, 2, 6, 4, 2, 2, 1, 5, 2, 6, 2, 2, 5, 2, 6, 4, 3, 5, 6, 3, 6, 5, 6, 2, 2, 6, 2, 2, 5, 2, 2, 2, 4, 2, 5, 2, 2, 2, 4, 6, 4, 6, 2, 6, 5, 2, 5, 2, 2, 3, 2, 4, 6, 5, 2, 3, 3, 2, 6, 2, 6, 2, 6, 2, 1, 4, 5, 2, 6, 2, 3, 3, 2, 2, 3, 2, 6, 6, 2, 3, 5, 2, 2, 3, 2, 6, 6, 4, 2, 4, 4, 6, 2, 6, 2, 6, 2, 0, 2, 2, 2, 2, 6, 2, 2, 6, 2, 2, 2, 4, 3, 2, 2, 5, 2, 2, 2, 2, 6, 2, 3, 3, 2, 2, 3, 2, 6, 2, 4, 2, 2, 6, 2, 2, 3, 6, 5, 2, 2, 1, 2, 2, 2, 2, 6, 2, 6, 6, 2, 2, 3, 2, 2, 2, 2, 5, 6, 6, 2, 2, 5, 4, 2, 2, 2, 2, 5, 0, 2, 2, 2, 2, 5, 2, 2, 2, 5, 2, 3, 2, 6, 5, 2, 4, 2, 4, 5, 5, 2, 2, 4, 6, 3, 2, 3, 2, 3, 3, 2, 3, 2, 5, 4, 5, 2, 2, 6, 3, 4, 2, 3, 2, 2, 4, 3, 4, 3, 6, 2, 5, 2, 3, 4, 2, 5, 2, 6, 4, 2, 6, 2, 2, 6, 6, 5, 3, 6, 5, 2, 6, 3, 6, 6, 2, 2, 6, 2, 5, 3, 2, 3, 2, 2, 5, 2, 5, 5, 2, 4, 2, 2, 6, 2, 2, 5, 2, 2, 5, 4, 2, 3, 3, 2, 2, 5, 6, 3, 2, 2, 2, 6, 2, 2, 2, 2, 6, 4, 2, 3, 2, 3, 3, 3, 2, 2, 2, 2, 2, 2, 2, 3, 2, 4, 2, 6, 2, 2, 6, 2, 5, 2, 4, 2, 4, 6, 2, 2, 2, 4, 2, 5, 2, 3, 2, 2, 2, 2, 2, 4, 2, 2, 2, 4, 5, 2, 2, 2, 2, 6, 5, 2, 2, 6, 2, 2, 6, 2, 4, 3, 2, 2, 6, 6, 4, 3, 2, 2, 2, 6, 4, 6, 2, 4, 2, 2, 2, 1, 2, 6, 2, 2, 2, 0, 2, 2, 2, 6, 3, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 6, 2, 4, 5, 2, 6, 2, 1, 2, 3, 5, 2, 4, 5, 2, 2, 2, 2, 4, 2, 1, 6, 6, 2, 2, 6, 2, 2, 2, 2, 1, 6, 5, 4, 2, 6, 6, 2, 2, 2, 2, 2, 6, 3, 4, 2, 3, 2, 2, 2, 2, 2, 5, 2, 6, 2, 6, 5, 2, 2, 2, 6, 5, 6, 0, 3, 2, 2, 2, 2, 4, 3, 2, 2, 3, 2, 6, 2, 6, 2, 2, 5, 2, 2, 4, 4, 5, 2, 2, 5, 2, 4, 2, 2, 2, 6, 2, 2, 2, 5, 6, 2, 5, 6, 2, 6, 6, 5, 3, 6, 2, 4, 2, 2, 2, 2, 2, 2, 2, 2, 5, 6, 2, 2, 2, 1, 3, 6, 2, 5, 2, 4, 5, 2, 2, 2, 6, 4, 2, 3, 2, 2, 2, 2, 4, 2, 4, 2, 3, 2, 2, 2, 2, 6, 2, 2, 6, 3, 5, 1, 2, 2, 2, 6, 2, 1, 2, 6, 2, 6, 4, 2, 4, 2, 5, 6, 2, 2, 2, 4, 2, 4, 4, 2, 2, 6, 2, 2, 2, 2, 5, 3, 2, 2, 2, 5, 6, 6, 2, 2, 2, 5, 2, 3, 2, 3, 5, 4, 6, 2, 2, 2, 2, 5, 2, 2, 2, 4, 3, 3, 2, 2, 6, 6, 5, 6, 2, 2, 2, 2, 2, 2, 5, 2, 2, 4, 4, 6, 4, 2, 4, 2, 6, 6, 3, 4, 2, 5, 2, 5, 2, 2, 3, 6, 6, 2, 3, 2, 4, 3, 3, 2, 6, 2, 3, 5, 2, 3, 5, 6, 2, 2, 4, 2, 2, 2, 2, 6, 4, 6, 2, 2, 5, 5, 6, 6, 2, 2, 5, 2, 5, 6, 2, 2, 6, 5, 6, 6, 6, 2, 3, 4, 2, 4, 2, 2, 2, 2, 2, 2, 2, 3, 5, 2, 2, 2, 4, 6, 3, 6, 4, 2, 3, 2, 3, 1, 5, 2, 2, 2, 2, 3, 6, 4, 5, 3, 4, 2, 5, 5, 2, 2, 2]

Framework versions

  • Transformers 4.34.0
  • Pytorch 2.1.0+cu121
  • Datasets 2.6.1
  • Tokenizers 0.14.1
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