SBIC-google-t5-v1_1-large-intra_model-frequency-human_annots_str_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: 2.6984
• Loss: 0.3735
• Losses: [3, 2, 5, 2, 2, 2, 4, 2, 2, 2, 2, 3, 5, 2, 3, 2, 4, 2, 3, 2, 5, 4, 5, 2, 2, 5, 4, 2, 2, 3, 2, 2, 2, 2, 2, 3, 3, 2, 2, 2, 2, 3, 2, 2, 2, 3, 3, 2, 4, 2, 2, 2, 2, 5, 3, 2, 2, 3, 2, 5, 2, 4, 2, 4, 2, 2, 3, 4, 2, 2, 4, 2, 3, 5, 2, 3, 2, 4, 2, 2, 2, 4, 2, 4, 5, 4, 5, 2, 5, 2, 2, 2, 2, 2, 2, 2, 3, 5, 2, 4, 2, 2, 2, 2, 4, 5, 3, 5, 2, 2, 2, 2, 2, 4, 4, 2, 2, 3, 2, 2, 2, 4, 2, 4, 2, 2, 2, 2, 2, 5, 2, 2, 2, 3, 2, 2, 2, 5, 2, 2, 4, 2, 2, 2, 2, 3, 2, 3, 5, 3, 2, 2, 4, 3, 2, 2, 2, 4, 2, 2, 2, 5, 5, 2, 2, 5, 4, 3, 2, 2, 4, 2, 3, 2, 2, 2, 2, 2, 4, 5, 5, 2, 2, 2, 2, 2, 2, 2, 3, 4, 4, 4, 2, 3, 2, 5, 4, 2, 4, 2, 2, 4, 2, 4, 2, 2, 4, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 2, 5, 5, 2, 4, 3, 2, 4, 2, 4, 4, 3, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 3, 4, 3, 3, 2, 2, 2, 5, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 4, 2, 2, 3, 3, 2, 3, 2, 2, 2, 2, 2, 3, 2, 2, 2, 4, 3, 2, 4, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 3, 5, 4, 5, 2, 2, 2, 4, 2, 2, 4, 5, 2, 2, 5, 3, 2, 2, 2, 2, 2, 3, 3, 5, 5, 2, 2, 2, 4, 2, 2, 2, 2, 2, 3, 2, 3, 2, 3, 3, 3, 2, 2, 2, 5, 3, 5, 3, 3, 5, 2, 4, 2, 2, 3, 2, 4, 2, 4, 2, 2, 3, 3, 2, 2, 5, 2, 5, 2, 2, 2, 2, 3, 4, 4, 2, 3, 2, 4, 2, 2, 4, 2, 2, 3, 2, 2, 2, 2, 3, 2, 2, 3, 3, 2, 2, 2, 4, 4, 4, 2, 2, 2, 2, 2, 4, 4, 2, 2, 2, 2, 2, 4, 2, 5, 2, 5, 2, 5, 4, 2, 2, 2, 5, 2, 2, 2, 3, 4, 2, 2, 2, 2, 2, 4, 2, 2, 2, 5, 2, 4, 5, 3, 2, 2, 2, 4, 2, 2, 3, 2, 2, 2, 2, 3, 5, 2, 5, 2, 2, 2, 2, 4, 3, 3, 2, 2, 2, 2, 2, 5, 3, 4, 3, 3, 2, 2, 2, 2, 2, 2, 2, 3, 2, 3, 2, 5, 3, 4, 5, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 2, 2, 2, 4, 2, 2, 5, 3, 2, 2, 2, 2, 5, 2, 2, 4, 5, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 5, 5, 4, 2, 4, 2, 2, 2, 4, 2, 5, 2, 2, 2, 5, 2, 5, 2, 2, 2, 4, 3, 2, 2, 2, 2, 2, 4, 2, 2, 2, 5, 2, 2, 3, 2, 3, 4, 2, 2, 5, 2, 3, 2, 4, 2, 5, 5, 2, 2, 2, 2, 2, 2, 2, 4, 3, 2, 5, 4, 5, 2, 2, 2, 5, 5, 2, 4, 2, 2, 5, 2, 3, 2, 4, 2, 5, 2, 4, 2, 4, 2, 2, 2, 3, 2, 2, 2, 2, 5, 3, 2, 2, 2, 3, 2, 4, 2, 4, 4, 3, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 5, 2, 2, 3, 2, 2, 2, 2, 2, 2, 4, 3, 2, 2, 3, 3, 4, 2, 4, 2, 2, 2, 2, 2, 2, 2, 2, 2, 5, 2, 3, 4, 2, 2, 4, 2, 2, 2, 4, 2, 2, 2, 4, 3, 2, 2, 2, 2, 2, 4, 2, 3, 2, 5, 3, 5, 2, 2, 2, 2, 3, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 3, 4, 5, 2, 3, 2, 5, 2, 2, 3, 3, 2, 2, 2, 2, 2, 4, 2, 4, 2, 2, 2, 4, 4, 2, 2, 2, 2, 3, 2, 2, 3, 4, 2, 2, 2, 2, 2, 2, 2, 5, 2, 2, 2, 5, 4, 2, 2, 5, 4, 2, 2, 2, 2, 2, 2, 2, 4, 2, 4, 4, 3, 5, 2, 3, 2, 2, 4, 3, 2, 3, 2, 2, 2, 3, 2, 5, 2, 5, 2, 2, 2, 2, 4, 2, 2, 5, 2, 3, 3, 2, 2, 5, 2, 2, 2, 2, 3, 4, 3, 4, 4, 2, 4, 2, 3, 3, 2, 2, 2, 2, 3, 5, 2, 2, 2, 5, 5, 2, 2, 2, 3, 5, 4, 5, 2, 5, 2, 2, 5, 4, 4, 2, 4, 4, 2, 2, 2, 2, 4, 3, 2, 2, 2, 2, 4, 2, 5, 2, 2, 2, 2, 5, 2, 3, 2, 2, 2, 2, 5, 3, 2, 5, 2, 2, 2, 2, 3, 2, 2, 4, 2, 2, 3, 5, 2, 2, 2, 2, 2, 2, 2, 4, 3, 2, 2, 5, 5, 2, 3, 2, 2, 2, 2, 2, 2, 3, 4, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 4, 4, 2, 3, 2, 5, 3, 3, 2, 2, 5, 2, 4, 2, 2, 2, 2, 2, 5, 2, 4, 3, 2, 4, 2, 2, 3, 2, 3, 3, 3, 2, 2, 2, 2, 2, 4, 5, 3, 2, 4, 2, 2, 2, 2, 4, 3, 5, 2, 2, 2, 2, 2, 4, 2, 2, 4, 2, 2, 2, 5, 2, 2, 4, 2, 4, 2, 2, 3, 2, 2, 2, 5, 2, 5, 2, 2, 2, 2, 2, 5, 4, 2, 4, 4, 2, 2, 2, 2, 2, 2, 4, 3, 2, 3, 2, 2, 2, 2, 4, 4, 2, 2, 2, 5, 2, 2, 2, 5, 2, 3, 5, 4, 2, 2, 2, 3, 5, 2, 5, 2, 3, 2, 2, 2, 3, 3, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 5, 2, 3, 4, 2, 2, 4, 2, 3, 5, 3, 5, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 3, 2, 4, 2, 3, 3, 5, 2, 2, 4, 5, 2, 2, 2, 2, 4, 2, 5, 2, 3, 2, 2, 2, 5, 2, 2, 2, 2, 3, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 3, 5, 4, 5, 2, 2, 2, 4, 2, 2, 2, 5, 5, 2, 2, 2, 2, 3, 5, 2, 2, 2, 2, 2, 3, 2, 2, 4, 4, 2, 2, 2, 2, 3, 2, 3, 2, 2, 4, 2, 2, 2, 2, 2, 2, 2, 2, 5, 2, 5, 2, 3, 2, 2, 2, 2, 5, 4, 3, 2, 3, 2, 5, 2, 2, 2, 5, 2, 5, 2, 2, 2, 4, 5, 5, 2, 3, 4, 2, 5, 2, 2, 2, 2, 2, 2, 2, 3, 5, 2, 5, 3, 2, 2, 4, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 3, 2, 2, 3, 2, 2, 2, 2, 5, 2, 2, 5, 4, 2, 2, 2, 2, 4, 2, 5, 2, 2, 2, 3, 3, 2, 2, 3, 2, 2, 5, 3, 2, 2, 2, 5, 2, 2, 2, 5, 4, 5, 2, 2, 4, 2, 2, 5, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 5, 2, 2, 2, 2, 2, 2, 2, 5, 2, 2, 2, 4, 2, 5, 2, 2, 3, 2, 2, 2, 3, 2, 5, 2, 2, 2, 2, 2, 5, 5, 5, 2, 4, 2, 5, 2, 2, 3, 3, 4, 4, 5, 2, 3, 2, 4, 3, 2, 4, 4, 2, 2, 4, 3, 2, 2, 2, 2, 2, 2, 2, 4, 2, 3, 5, 2, 5, 2, 4, 2, 3, 3, 5, 3, 2, 4, 2, 2, 2, 4, 2, 2, 5, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 5, 2, 3, 4, 2, 4, 4, 3, 2, 3, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 5, 2, 2, 2, 2, 2, 2, 3, 5, 2, 5, 2, 2, 4, 2, 2, 4, 3, 2, 2, 2, 3, 4, 2, 2, 2, 2, 3, 5, 2, 2, 2, 2, 3, 4, 5, 2, 2, 2, 5, 5, 2, 2, 2, 2, 2, 2, 2, 2, 2, 5, 5, 2, 3, 4, 2, 5, 2, 2, 5, 2, 2, 2, 2, 3, 2, 2, 3, 2, 4, 5, 2, 3, 2, 2, 2, 2, 2, 2, 2, 3, 4, 2, 2, 2, 2, 5, 2, 2, 2, 2, 4, 5, 4, 4, 2, 3, 2, 5, 4, 2, 3, 2, 2, 2, 2, 3, 4, 2, 2, 5, 2, 4, 3, 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
7.5029	1.0	392	5.7585	8.2091	[2, 5.4, 5.4, 3, 2, 10.8, 0, 5.4, 5.4, 8.100000000000001, 7.2, 5.4, 9.0, 5.4, 7.2, 0, 6.300000000000001, 1.8, 5.4, 6.300000000000001, 5.4, 10.8, 7.2, 4, 5.4, 0, 3, 0, 9.0, 5.4, 5.4, 0, 8.100000000000001, 7.2, 4, 6.300000000000001, 9.9, 0, 9.9, 5.4, 10.8, 3, 5.4, 7.2, 5.4, 5.4, 6.300000000000001, 8.100000000000001, 5.4, 5.4, 3, 5.4, 5.4, 5.4, 10.8, 3, 3, 10.8, 7.2, 5.4, 8.100000000000001, 8.100000000000001, 5.4, 0, 7.2, 10.8, 3, 5.4, 9.0, 2, 5.4, 2, 5.4, 9.0, 3, 2, 5.4, 3, 7.2, 0, 3, 8.100000000000001, 5.4, 8.100000000000001, 10.8, 8.100000000000001, 3, 9.9, 5.4, 5.4, 3, 5.4, 3, 7.2, 3, 9.0, 5.4, 5, 2, 3, 3, 5.4, 10.8, 0, 3, 3, 5.4, 4, 10.8, 5.4, 10.8, 5.4, 5.4, 10.8, 5.4, 4, 1, 2, 5.4, 5.4, 5.4, 5.4, 2, 3, 5.4, 7.2, 9.0, 1, 7.2, 4, 10.8, 3, 10.8, 6.300000000000001, 5.4, 10.8, 2, 2, 7.2, 10.8, 2, 6.300000000000001, 9.9, 5.4, 9.0, 2, 5.4, 3, 3, 9.0, 5.4, 9.9, 3, 5.4, 9.9, 6.300000000000001, 5.4, 9.9, 5.4, 5.4, 0, 0, 6, 0, 5.4, 10.8, 10.8, 2, 5.4, 10.8, 5.4, 2, 5.4, 10.8, 0, 9.9, 5.4, 4, 8.100000000000001, 3, 9.0, 10.8, 10.8, 7.2, 9.0, 3, 2, 6.300000000000001, 10.8, 5.4, 0, 3, 10.8, 10.8, 3, 9.0, 7.2, 2, 9.0, 3, 10.8, 6.300000000000001, 2, 9.0, 2, 6.300000000000001, 3, 5.4, 5.4, 8.100000000000001, 5.4, 8.100000000000001, 2, 9.9, 9.0, 9.9, 10.8, 5.4, 10.8, 2, 5.4, 0, 6.300000000000001, 3, 4.5, 10.8, 8.100000000000001, 5.4, 7.2, 6.300000000000001, 10.8, 10.8, 5.4, 10.8, 5.4, 10.8, 5.4, 2, 10.8, 6.300000000000001, 9.9, 5, 3, 1, 3, 5.4, 3, 8.100000000000001, 7.2, 8.100000000000001, 2, 5.4, 3, 3, 2, 2, 9.0, 7.2, 5.4, 5.4, 6.300000000000001, 10.8, 5.4, 7.2, 5.4, 3, 0, 5.4, 5.4, 1, 5.4, 9.9, 5.4, 0, 3, 5.4, 5.4, 10.8, 7.2, 5.4, 3, 3, 6.300000000000001, 5.4, 0, 7.2, 7.2, 6.300000000000001, 5.4, 5.4, 5.4, 3, 10.8, 5.4, 6.300000000000001, 7.2, 7.2, 10.8, 3, 2, 9.9, 6, 10.8, 5.4, 0, 9.0, 3, 10.8, 2, 3, 5.4, 5.4, 9.0, 3, 2, 3, 5.4, 0, 2, 2, 0, 4, 2, 5.4, 1, 5.4, 6.300000000000001, 3, 2, 1, 7.2, 3, 5.4, 9.0, 10.8, 2, 5.4, 10.8, 5.4, 3, 5.4, 7.2, 10.8, 2, 6.300000000000001, 3, 3, 4, 5.4, 10.8, 0, 3, 6.300000000000001, 8.100000000000001, 5.4, 5.4, 0, 2, 1, 4, 5.4, 10.8, 10.8, 5.4, 5.4, 6.300000000000001, 10.8, 8.100000000000001, 8.100000000000001, 3, 5.4, 7.2, 10.8, 5.4, 9.9, 9.9, 6.300000000000001, 10.8, 3, 0, 8.100000000000001, 2, 9.9, 3, 10.8, 5.4, 5.4, 2, 10.8, 7.2, 9.0, 0, 9.0, 3, 10.8, 3, 7.2, 2, 5.4, 8.100000000000001, 7.2, 2, 9.0, 5.4, 2, 7.2, 4, 7.2, 10.8, 5.4, 3, 3, 5.4, 5.4, 9.0, 6.300000000000001, 6, 7.2, 5.4, 5.4, 3, 9.0, 5.4, 5.4, 2, 6, 5.4, 6.300000000000001, 5.4, 5.4, 5.4, 9.0, 9.0, 5.4, 10.8, 10.8, 9.0, 5.4, 8.100000000000001, 3, 4, 3, 1, 7.2, 5.4, 9.0, 6.300000000000001, 3, 9.0, 9.0, 9.9, 2, 10.8, 7.2, 9.9, 7.2, 5.4, 10.8, 9.0, 5.4, 0, 5.4, 10.8, 8.100000000000001, 10.8, 4, 5.4, 10.8, 5.4, 7.2, 5.4, 5.4, 2, 2, 9.9, 6.300000000000001, 3, 2, 3, 5.4, 3, 5.4, 5.4, 5.4, 10.8, 10.8, 3, 5.4, 9.9, 5.4, 9.0, 3, 16, 3, 1, 2, 6.300000000000001, 1, 8.100000000000001, 3, 5.4, 9.0, 3, 5.4, 5.4, 10.8, 3, 5.4, 5.4, 3, 8.100000000000001, 5.4, 4, 10.8, 3, 5.4, 8.100000000000001, 5.4, 2, 9.0, 5.4, 5.4, 10.8, 1, 5.4, 5.4, 10.8, 2, 9.9, 5.4, 3, 5.4, 2, 7.2, 8.100000000000001, 2, 10.8, 2, 7.2, 5.4, 9.0, 9.9, 3, 3, 10.8, 10.8, 5.4, 4, 7.2, 5.4, 5.4, 5.4, 3, 1, 5, 10.8, 3, 10.8, 3, 6.300000000000001, 3, 3, 5.4, 6.300000000000001, 1, 10.8, 7.2, 9.0, 9.0, 2, 5.4, 5.4, 7.2, 10.8, 10.8, 8.100000000000001, 0, 7.2, 3, 3, 5.4, 6.300000000000001, 9.9, 5.4, 3, 10.8, 5.4, 0, 5.4, 5.4, 10.8, 5.4, 14, 5.4, 10.8, 10.8, 9.0, 10.8, 10.8, 10.8, 3, 2, 6.300000000000001, 8.100000000000001, 2, 5.4, 10.8, 5.4, 10.8, 7.2, 4, 10.8, 5.4, 5.4, 10.8, 5, 5.4, 2, 5.4, 5.4, 5.4, 8.100000000000001, 1, 2, 10.8, 3, 0, 6.300000000000001, 5.4, 8.100000000000001, 10.8, 9.0, 10.8, 8.100000000000001, 5.4, 3, 8.100000000000001, 1, 5.4, 3, 1, 10.8, 3, 0, 3, 4, 6.300000000000001, 5.4, 5.4, 9.9, 5.4, 10.8, 7.2, 10.8, 9.0, 5.4, 2, 5.4, 10.8, 3, 9.9, 3, 5.4, 2, 0, 6.300000000000001, 3, 10.8, 0, 7.2, 4, 5.4, 9.0, 5.4, 5.4, 1, 5.4, 3, 5.4, 3, 9.9, 5.4, 5.4, 5.4, 10.8, 5.4, 5.4, 7.2, 5.4, 5.4, 7.2, 10.8, 7.2, 9.9, 10.8, 6.300000000000001, 5.4, 5.4, 7.2, 2, 0, 10.8, 6.300000000000001, 10.8, 5.4, 3, 2, 7.2, 5.4, 6.300000000000001, 3, 5.4, 8.100000000000001, 5.4, 10.8, 5.4, 0, 7.2, 9.0, 7.2, 5.4, 10.8, 0, 5.4, 7.2, 8.100000000000001, 7.2, 5.4, 9.9, 5.4, 5.4, 9.0, 3, 9.0, 6.300000000000001, 6.300000000000001, 6.300000000000001, 5.4, 10.8, 5.4, 6.300000000000001, 5.4, 5.4, 3, 5.4, 5.4, 10.8, 5.4, 5.4, 4, 5.4, 10.8, 2, 2, 7.2, 5.4, 2, 5.4, 5.4, 10.8, 10.8, 8.100000000000001, 4, 4, 10.8, 3, 2, 7.2, 10.8, 2, 9.0, 3, 1, 3, 3, 0, 5.4, 5.4, 3, 2, 5.4, 7.2, 9.0, 5.4, 1, 0, 10.8, 5.4, 5.4, 5.4, 5.4, 5.4, 2, 0, 5.4, 4, 2, 2, 9.0, 9.0, 5.4, 5.4, 5.4, 2, 9.0, 5.4, 3, 9.0, 0, 2, 9.9, 7.2, 5.4, 5.4, 9.0, 10.8, 9.0, 3, 5.4, 10.8, 4, 6.300000000000001, 5.4, 10.8, 6.300000000000001, 3, 5.4, 5.4, 6.300000000000001, 5.4, 4, 10.8, 7.2, 3, 5.4, 5.4, 5.4, 7.2, 7.2, 0, 10.8, 1, 5.4, 6.300000000000001, 10.8, 2, 10.8, 0, 4, 8, 7.2, 10.8, 10.8, 7.2, 10.8, 10.8, 5.4, 7.2, 5.4, 3, 5.4, 2, 5.4, 5.4, 5.4, 3, 10.8, 5.4, 10.8, 10.8, 5.4, 2, 3, 10.8, 6.300000000000001, 3, 5.4, 5.4, 8.100000000000001, 3, 5.4, 10.8, 10.8, 9.9, 6.300000000000001, 3, 6.300000000000001, 10.8, 6.300000000000001, 8.100000000000001, 3, 2, 5.4, 1.8, 3, 11, 2, 10.8, 8.100000000000001, 5.4, 5.4, 5.4, 3, 3, 7.2, 5.4, 10.8, 3, 9.9, 10.8, 10.8, 10.8, 5.4, 5.4, 5.4, 3, 8.100000000000001, 0, 3, 5.4, 5.4, 5.4, 6.300000000000001, 3, 3, 4, 3, 5.4, 6.300000000000001, 8.100000000000001, 5.4, 7.2, 5.4, 7.2, 5.4, 10.8, 0, 2, 5.4, 2, 5.4, 8.100000000000001, 0, 18, 3, 1, 9.0, 7.2, 5.4, 0, 10.8, 3, 3, 9.0, 3, 6.300000000000001, 0, 9.0, 3, 2, 3, 6.300000000000001, 7.2, 5.4, 10.8, 3, 5.4, 3, 5.4, 10.8, 5.4, 0, 5.4, 5.4, 5.4, 8.100000000000001, 2, 4, 5.4, 3, 2, 5.4, 5.4, 7.2, 5.4, 5.4, 3, 5.4, 5.4, 9.9, 5.4, 6.300000000000001, 0, 9.0, 3, 5.4, 5.4, 9.0, 5.4, 5.4, 10.8, 5.4, 3, 9.0, 5.4, 10.8, 7.2, 4, 3, 6.300000000000001, 5.4, 9.0, 2, 0, 3, 6.300000000000001, 7.2, 10.8, 2, 7.2, 5.4, 5.4, 5.4, 3, 10.8, 10.8, 5.4, 10.8, 3, 5.4, 10.8, 5.4, 7.2, 8, 6.300000000000001, 8.100000000000001, 9.0, 5.4, 9.9, 9.0, 3, 0, 9.0, 6.300000000000001, 5.4, 3, 7.2, 5.4, 9.0, 5.4, 1, 5.4, 3, 0, 3, 5.4, 5.4, 8.100000000000001, 2, 5.4, 8, 7.2, 2, 10.8, 4, 6.300000000000001, 10.8, 6.300000000000001, 5.4, 1, 9.9, 2, 7.2, 0, 5.4, 3, 5.4, 4, 5.4, 3, 2, 3, 10.8, 7.2, 5.4, 9.0, 10.8, 7.2, 5.4, 10.8, 3, 9.0, 5.4, 3, 3, 10.8, 7.2, 6.300000000000001, 1, 4, 3, 5.4, 10.8, 5.4, 10.8, 2, 3, 7.2, 6.300000000000001, 3, 2, 8.100000000000001, 3, 10.8, 6.300000000000001, 7.2, 9.9, 3, 9.0, 3, 5.4, 8, 4, 0, 5.4, 9.9, 5.4, 7.2, 3, 9.9, 3, 5.4, 3, 3, 7.2, 3, 7.2, 10.8, 5.4, 3, 9.9, 5.4, 0, 0, 3, 10.8, 10.8, 2, 5.4, 8.100000000000001, 7.2, 3, 5.4, 6.300000000000001, 5.4, 5.4, 2, 4, 3, 5.4, 5.4, 9.0, 0, 5.4, 3, 9.9, 3, 5.4, 0, 10.8, 6.300000000000001, 5.4, 10.8, 6.300000000000001, 2, 10.8, 0, 7.2, 8.100000000000001, 7.2, 3, 8.100000000000001, 10.8, 7.2, 5.4, 3, 0, 6.300000000000001, 1, 3, 5.4, 5.4, 6.300000000000001, 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0.3133	29.0	11368	2.4520	0.2953	[4, 2, 5, 2, 3, 2, 2, 2, 2, 3, 3, 2, 3, 2, 2, 2, 5, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 3, 2, 2, 5, 3, 2, 4, 2, 2, 2, 2, 5, 2, 2, 2, 3, 2, 2, 5, 2, 5, 2, 2, 2, 3, 2, 4, 2, 4, 4, 2, 2, 5, 2, 5, 2, 3, 3, 2, 3, 2, 3, 2, 2, 2, 2, 4, 2, 2, 3, 2, 3, 2, 3, 2, 3, 2, 2, 2, 2, 2, 5, 2, 3, 2, 2, 2, 2, 2, 5, 4, 2, 3, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 3, 4, 2, 2, 2, 2, 4, 2, 2, 4, 3, 3, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 3, 2, 3, 3, 2, 2, 2, 3, 2, 3, 2, 2, 3, 2, 2, 3, 2, 2, 2, 4, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 5, 3, 4, 2, 3, 2, 2, 2, 3, 2, 5, 5, 4, 2, 2, 2, 2, 2, 2, 3, 2, 2, 4, 2, 2, 2, 4, 3, 2, 2, 2, 2, 2, 4, 2, 3, 2, 4, 3, 3, 2, 2, 2, 3, 2, 2, 5, 2, 3, 2, 3, 2, 4, 2, 2, 2, 2, 2, 2, 2, 2, 4, 2, 5, 3, 4, 2, 3, 2, 2, 2, 3, 5, 4, 2, 2, 2, 2, 4, 3, 3, 4, 2, 2, 5, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 4, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 5, 2, 2, 2, 2, 2, 2, 2, 2, 5, 2, 2, 2, 3, 2, 3, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 5, 2, 2, 3, 2, 2, 3, 2, 3, 2, 2, 2, 3, 3, 2, 3, 2, 3, 4, 2, 2, 2, 2, 2, 2, 5, 2, 4, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 4, 3, 2, 2, 2, 2, 2, 2, 2, 2, 4, 4, 2, 2, 4, 2, 2, 4, 3, 2, 2, 2, 2, 4, 3, 3, 2, 2, 2, 2, 2, 2, 2, 4, 2, 3, 2, 2, 3, 2, 2, 2, 3, 3, 2, 3, 2, 2, 3, 2, 2, 2, 2, 5, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 4, 2, 2, 3, 2, 2, 5, 5, 2, 2, 3, 3, 2, 2, 2, 4, 2, 4, 4, 4, 2, 3, 5, 2, 3, 2, 2, 3, 3, 3, 2, 2, 2, 4, 3, 2, 2, 3, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 2, 3, 2, 3, 2, 3, 2, 3, 2, 2, 3, 4, 2, 2, 3, 2, 2, 2, 2, 2, 2, 5, 2, 4, 2, 4, 2, 2, 2, 3, 2, 4, 3, 2, 2, 2, 3, 2, 2, 2, 3, 4, 2, 3, 2, 2, 5, 4, 4, 2, 2, 5, 2, 3, 4, 2, 2, 2, 2, 2, 2, 5, 2, 2, 2, 3, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 3, 0, 3, 4, 2, 5, 4, 2, 2, 4, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 5, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 3, 2, 4, 2, 2, 2, 2, 4, 2, 3, 2, 3, 2, 2, 3, 3, 5, 5, 3, 2, 3, 2, 2, 2, 2, 2, 2, 4, 2, 2, 4, 2, 3, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 3, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 2, 2, 2, 4, 2, 2, 3, 2, 3, 2, 2, 2, 2, 4, 3, 4, 2, 2, 2, 2, 2, 4, 2, 2, 3, 2, 2, 4, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 3, 2, 2, 4, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 4, 2, 3, 4, 3, 3, 2, 2, 2, 2, 2, 2, 3, 2, 4, 3, 2, 3, 4, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 3, 3, 2, 2, 2, 4, 4, 2, 2, 4, 2, 4, 4, 2, 2, 2, 4, 2, 4, 2, 2, 2, 2, 2, 5, 2, 2, 2, 2, 2, 2, 2, 5, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 4, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 5, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 4, 3, 2, 3, 2, 2, 3, 4, 2, 4, 2, 2, 2, 2, 4, 2, 5, 2, 2, 2, 2, 2, 2, 2, 4, 4, 3, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 5, 2, 2, 2, 2, 2, 2, 5, 2, 3, 2, 4, 2, 2, 4, 2, 2, 3, 2, 3, 2, 2, 5, 3, 4, 2, 2, 2, 2, 5, 2, 3, 2, 5, 2, 3, 2, 4, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 5, 2, 3, 2, 2, 2, 3, 2, 2, 4, 2, 2, 4, 2, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 3, 4, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 2, 3, 3, 2, 2, 3, 2, 2, 4, 5, 2, 3, 2, 3, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 2, 2, 2, 4, 2, 2, 3, 3, 2, 5, 2, 2, 2, 2, 3, 2, 2, 3, 3, 2, 2, 2, 3, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 2, 4, 2, 3, 2, 2, 3, 4, 2, 2, 2, 3, 3, 2, 3, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 3, 2, 2, 2, 2, 3, 5, 2, 2, 5, 2, 3, 2, 2, 2, 2, 2, 2, 4, 2, 4, 2, 2, 2, 2, 2, 5, 2, 2, 2, 2, 2, 3, 2, 2, 2, 3, 2, 2, 2, 4, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 4, 2, 5, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 5, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 2, 2, 2, 3, 0, 5, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 5, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 3, 3, 3, 2, 2, 2, 2, 2, 2, 2, 5, 3, 3, 2, 2, 2, 2, 2, 5, 3, 2, 4, 2, 2, 2, 2, 2, 3, 5, 2, 4, 2, 5, 2, 2, 2, 2, 2, 3, 2, 2, 3, 2, 2, 3, 2, 4, 2, 2, 4, 0, 4, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 3, 2, 5, 2, 4, 2, 2, 5, 2, 3, 3, 2, 2, 2, 3, 2, 2, 2, 2, 5, 2, 2, 2, 2, 2, 2, 2, 4, 2, 3, 2, 2, 3, 2, 4, 2, 2, 4, 2, 2, 4, 2, 2, 2, 2, 2, 2, 5, 2, 2, 2, 2, 2, 2, 5, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 2, 2, 3, 2, 5, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 2, 5, 2, 2, 2, 4, 2, 5, 2, 5, 2, 2, 5, 2, 2, 2, 2, 2, 2, 3, 3, 2, 2, 3, 2, 2, 2, 5, 4, 3, 2, 2, 2, 2, 4, 2, 2, 5, 2, 3, 3, 2, 5, 4, 5, 2, 2, 2, 2, 2, 2, 2, 2, 2, 5, 3, 2, 4, 2, 2, 3, 2, 2, 2, 2, 2, 2, 3, 3, 3, 5, 4, 2, 4, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 3, 2, 3, 2, 2, 2, 2, 2, 3, 4, 2, 2, 2, 2, 3, 2, 2, 2, 2, 3, 4, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 3, 3, 2, 2, 2, 2, 5, 2, 4, 2, 2, 2, 2, 2, 3, 2, 2, 5]

Framework versions

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