ghc-google-t5-v1_1-large-intra_model-frequency-model_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: 3.6351
• Loss: nan
• Losses: [4, 5, 3, 5, 4, 2, 4, 4, 5, 5, 3, 4, 4, 2, 4, 9, 3, 5, 4, 3, 6, 5, 4, 5, 4, 6, 5, 6, 5, 4, 4, 2, 5, 4, 5, 4, 4, 3, 5, 5, 5, 4, 2, 6, 4, 5, 2, 4, 4, 3, 5, 4, 5, 4, 4, 4, 4, 4, 4, 4, 5, 4, 2, 3, 2, 5, 16, 4, 3, 6, 5, 4, 3, 4, 2, 3, 5, 4, 2, 5, 2, 4, 4, 5, 4, 5, 4, 2, 4, 6, 4, 5, 6, 5, 5, 5, 4, 4, 4, 6, 4, 4, 4, 7, 2, 3, 3, 2, 5, 6, 6, 5, 2, 5, 3, 4, 4, 3, 4, 5, 2, 4, 9, 3, 5, 3, 3, 2, 3, 5, 5, 6, 4, 2, 4, 3, 7, 3, 3, 3, 2, 3, 2, 4, 4, 6, 4, 4, 2, 4, 6, 4, 4, 5, 5, 5, 4, 2, 4, 5, 4, 4, 5, 4, 2, 5, 3, 2, 5, 6, 5, 4, 2, 4, 5, 3, 4, 2, 4, 4, 3, 4, 5, 3, 7, 5, 5, 5, 2, 3, 3, 5, 2, 3, 2, 3, 4, 3, 5, 4, 5, 3, 3, 4, 5, 2, 4, 4, 4, 2, 2, 29, 4, 3, 3, 5, 4, 3, 4, 3, 4, 5, 2, 4, 3, 5, 2, 6, 2, 5, 3, 3, 4, 5, 6, 5, 5, 4, 5, 3, 2, 2, 5, 4, 3, 2, 4, 4, 4, 4, 5, 5, 5, 3, 4, 4, 5, 4, 9, 3, 4, 4, 4, 1, 5, 13.5, 4, 5, 4, 4, 4, 4, 4, 5, 5, 9, 6, 2, 5, 4, 4, 5, 6, 5, 5, 3, 4, 3, 3, 3, 4, 2, 4, 2, 3, 3, 2, 2, 4, 2, 3, 1, 3, 2, 5, 3, 5, 4, 3, 4, 3, 2, 4, 4, 3, 2, 4, 4, 5, 3, 5, 4, 4, 3, 3, 4, 3, 3, 2, 5, 5, 2, 6, 5, 3, 4, 4, 4, 3, 2, 3, 3, 3, 3, 4, 2, 1, 4, 4, 4, 3, 4, 3, 4, 2, 3, 4, 3, 4, 7, 3, 4, 4, 3, 2, 2, 4, 3, 4, 3, 4, 2, 4, 3, 2, 2, 4, 1, 4, 1, 4, 3, 4, 5, 3, 3, 2, 4, 1, 5, 4, 4, 3, 2, 3, 2, 4, 3, 5, 2, 1, 2, 2, 4, 4, 3, 3, 3, 4, 3, 3, 3, 3, 3, 5, 4, 2, 2, 4, 2, 3, 3, 4, 3, 2, 4, 5, 4, 3, 4, 4, 1, 3, 3, 3, 4, 5, 4, 3, 2, 2, 2, 2, 4, 2, 2, 4, 3, 3, 4, 3, 9, 3, 3, 3, 4, 5, 3, 1, 3, 4, 1, 3, 2, 3, 2, 5, 2, 3, 2, 2, 3, 2, 2, 1, 3, 4, 4, 3, 3, 2, 3, 3, 3, 5, 1, 5, 5, 4, 9, 3, 4, 3, 4, 5, 3, 2, 3, 7, 3, 3, 2, 5, 3, 3, 5, 3, 3, 3, 3, 2, 2, 3, 1, 3, 2, 5, 4, 3, 4, 4, 2, 2, 3, 3, 2, 4, 4, 3, 4, 3, 2, 4, 4, 0, 3, 4, 2, 3, 3, 2, 5, 4, 2, 2, 4, 1, 2, 4, 2, 5, 3, 2, 2, 5, 3, 4, 9, 5, 2, 2, 5, 4, 2, 2, 4, 4, 5, 5, 2, 4, 3, 4, 4, 6, 5, 2, 2, 4, 4, 4, 3, 4, 4, 4, 3, 3, 3, 2, 4, 2, 4, 4, 4, 3, 3, 4, 4, 4, 4, 4, 4, 2, 5, 3, 4, 3, 4, 4, 5, 3, 2, 4, 4, 3, 3, 2, 2, 4, 3, 4, 4, 3, 4, 4, 3, 3, 3, 4, 4, 4, 2, 4, 3, 4, 2, 5, 2, 4, 2, 4, 4, 3, 2, 4, 5, 4, 4, 4, 5, 3, 4, 4, 2, 3, 4, 3, 3, 4, 5, 2, 4, 4, 4, 2, 4, 2, 3, 4, 4, 4, 5, 4, 2, 4, 4, 4, 3, 2, 4, 3, 2, 3, 4, 3, 4, 2, 12, 4, 2, 3, 4, 4, 4, 9, 3, 5, 2, 4, 2, 2, 4, 4, 4, 4, 4, 3, 4, 4, 2, 4, 4, 4, 2, 3, 3, 4, 4, 4, 3, 2, 5, 4, 2, 4, 5, 3, 4, 3, 2, 4, 4, 2, 4, 4, 9, 3, 3, 4, 2, 4, 2, 2, 2, 3, 2, 4, 2, 4, 9, 2, 4, 2, 2, 4, 3, 4, 4, 2, 3, 4, 6, 4, 2, 3, 2, 3, 3, 3, 3, 4, 2, 4, 2, 4, 3, 4, 4, 4, 4, 2, 3, 4, 4, 4, 4, 4, 5, 4, 2, 4, 5, 4, 2, 2, 3, 3, 3, 5, 5, 4, 3, 4, 4, 2, 2, 4, 4, 4, 2, 4, 4, 3, 4, 3, 6, 5, 3, 3, 4, 4, 5, 5, 4, 4, 4, 3, 4, 3, 2, 4, 5, 3, 6, 5, 9, 4, 4, 4, 2, 4, 6, 5, 3, 4, 4, 4, 4, 4, 4, 5, 3, 3, 5, 5, 4, 6, 4, 4, 5, 4, 3, 5, 9, 2, 5, 4, 3, 4, 2, 4, 4, 4, 4, 2, 5, 5, 4, 2, 2, 5, 5, 5, 5, 3, 5, 3, 3, 3, 2, 2, 4, 4, 9, 4, 9, 5, 4, 5, 4, 5, 4, 3, 4, 2, 5, 5, 5, 4, 4, 3, 2, 4, 4, 3, 2, 4, 5, 5, 4, 5, 4, 2, 2, 5, 4, 2, 4, 6, 4, 2, 5, 2, 3, 4, 2, 4, 4, 4, 2, 4, 4, 4, 4, 3, 3, 2, 3, 3, 5, 3, 29, 6, 4, 3, 4, 4, 4, 4, 9, 4, 4, 9, 5, 4, 5, 2, 5, 5, 6, 3, 3, 4, 2, 4, 2, 2, 3, 4, 5, 2, 2, 2, 4, 4, 4, 3, 5, 4, 3, 4, 4, 3, 4, 3, 3, 3, 2, 4, 2, 5, 2, 5, 6, 4, 4, 2, 3, 3, 3, 4, 2, 3, 4, 6, 4, 5, 4, 3, 3, 3, 4, 4, 2, 2, 4, 2, 4, 3, 4, 4, 5, 4, 4, 3, 4, 4, 4, 2, 4, 3, 2, 2, 3, 2, 3, 3, 4, 4, 4, 3, 3, 3, 2, 4, 4, 5, 7, 4, 6, 9, 3, 2, 5, 4, 4, 5, 2, 3, 3, 3, 4, 5, 2, 4, 5, 4, 4, 4, 6, 4, 3, 5, 3, 2, 4, 4, 3, 2, 5, 6, 6, 4, 5, 4, 4, 4, 3, 2, 2, 5, 5, 1, 2, 4, 3, 4, 2, 2, 4, 1, 5, 2, 5, 4, 2, 2, 3, 2, 4, 2, 4, 2, 4, 2, 4, 2, 4, 4, 3, 4, 4, 4, 4, 2, 4, 0, 2, 2, 3, 2, 3, 4, 2, 4, 3, 4, 4, 4, 2, 4, 5, 3, 3, 2, 1, 2, 2, 4, 4, 3, 5, 2, 35, 2, 2, 4, 2, 2, 4, 2, 4, 2, 0, 4, 4, 3, 2, 3, 5, 3, 1, 2, 4, 3, 4, 3, 4, 4, 2, 3, 4, 4, 2, 4, 3, 2, 3, 3, 2, 4, 2, 3, 2, 4, 1, 2, 4, 5, 4, 3, 4, 2, 2, 3, 3, 4, 4, 4, 3, 2, 2, 2, 4, 0, 4, 4, 3, 4, 2, 2, 0, 4, 3, 4, 2, 3, 3, 1, 2, 3, 3, 2, 9, 4, 4, 2, 5, 4, 4, 4, 3, 1, 9, 2, 0, 2, 3, 5, 3, 5, 2, 2, 4, 2, 3, 3, 3, 3, 3, 2, 9, 4, 4, 4, 4, 3, 2, 3, 3, 3, 1, 2, 5, 24, 4, 4, 4, 2, 4, 3, 3, 2, 2, 2, 3, 2, 2, 4, 2, 2, 4, 2, 2, 3, 3, 2, 4, 3, 3, 1, 3, 2, 2, 3, 4, 2, 4, 3, 2, 4, 2, 3, 2, 3, 3, 2, 4, 2, 2, 2, 3, 1, 2, 1, 5, 4, 5, 4, 4, 2, 2, 3, 3, 3, 4, 1, 2, 3, 4, 4, 4, 2, 2, 4, 5, 3, 3, 4, 2, 4, 5, 3, 2, 3, 5, 2, 2, 2, 3, 2, 2, 3, 3, 3, 3, 4]

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
6.2864	1.0	345	8.2298	6.5479	[3, 9.0, 9.9, 4, 5, 4, 2, 13.5, 13.5, 16.200000000000003, 9.9, 13.5, 14.4, 4, 8, 14.4, 15.3, 12.600000000000001, 8, 6, 8, 10.8, 10.8, 13.5, 4, 4, 4, 4, 4, 11.700000000000001, 5, 13.5, 3, 11.700000000000001, 14.4, 4, 4, 9.900000000000002, 10.8, 4, 12.600000000000001, 5, 13.5, 4, 13.5, 4, 4, 3, 14.4, 4, 13.5, 4, 14.4, 9.900000000000002, 9.9, 14.4, 3, 11.7, 9.900000000000002, 4, 4, 3, 10, 7, 4, 9.9, 4, 4, 13.5, 3, 5, 14.4, 5, 4, 3, 4, 13.5, 4, 16.200000000000003, 15.3, 6.3, 9.9, 4, 8, 14.4, 14.4, 3, 2, 5, 4, 4, 16.200000000000003, 13.5, 11.700000000000001, 13.5, 5, 13.5, 4, 13.5, 4, 13.5, 13.5, 14.4, 4, 9.9, 4, 4, 4, 2, 12.600000000000001, 15.3, 12.600000000000001, 9.900000000000002, 10.8, 10.8, 14.4, 4, 5, 4, 13.5, 15.3, 4, 4, 4, 9.900000000000002, 5, 13.5, 8, 4, 9, 14.4, 10.8, 4, 12.600000000000001, 2, 7, 14.4, 13.5, 9.9, 6, 9, 13.5, 15, 3, 8, 4, 10.8, 4, 4, 4, 5, 14.4, 7, 5, 12.600000000000001, 9, 14.4, 4, 14.4, 4, 9.0, 9, 14.4, 9.900000000000002, 12.600000000000001, 4, 4, 7, 4, 13.5, 12.600000000000001, 4, 4, 4, 6, 14.4, 9.900000000000002, 13.5, 6, 3, 9.0, 3, 9.900000000000002, 9, 15.3, 4, 9.9, 13.5, 4, 4, 4, 4, 4, 12.600000000000001, 4, 13.5, 13.5, 9.9, 4, 4, 13.5, 10.8, 3, 5, 10.8, 12.600000000000001, 4, 9.900000000000002, 12.600000000000001, 4, 5, 13.5, 13.5, 4, 4, 9.9, 12.600000000000001, 5, 15.3, 12.600000000000001, 10.8, 13.5, 4, 4, 5, 15.3, 13.5, 4, 4, 10.8, 9.900000000000002, 9.9, 14.4, 13.5, 14.4, 14.4, 4, 15.3, 2, 4, 12.600000000000001, 9.900000000000002, 13.5, 4, 13.5, 14.4, 10.8, 9.900000000000002, 13.5, 4, 4, 9.900000000000002, 5, 4, 9.9, 4, 4, 4, 14.4, 4, 5, 10.8, 14.4, 13.5, 9.900000000000002, 15.3, 12.600000000000001, 13.5, 14.4, 19.8, 4, 5, 2, 12.600000000000001, 9.900000000000002, 4, 7, 13.5, 14.4, 5, 4, 4, 14.4, 12.600000000000001, 4, 13.5, 5, 13.5, 6, 10.8, 9.9, 9, 13.5, 13.5, 5, 4, 9.900000000000002, 4, 3, 13.5, 8.1, 5, 4, 4, 9, 12.600000000000001, 5, 13.5, 5, 10.8, 12.600000000000001, 4, 5, 10.8, 10.8, 5, 5, 13.5, 9.9, 9.900000000000002, 4, 8, 4, 13.5, 15.3, 15.3, 4, 9.900000000000002, 4, 4, 5, 4, 3, 5, 7, 9.9, 4, 4, 5, 8, 5, 4, 4, 13.5, 4, 2, 4, 4, 2, 8, 4, 12.600000000000001, 9.900000000000002, 2, 3, 12.600000000000001, 9.900000000000002, 5, 9.900000000000002, 7, 12.600000000000001, 4, 6, 7, 4, 13.5, 5, 13.5, 2, 9, 9, 4, 6, 9.900000000000002, 5, 4, 13.5, 15.3, 17.1, 9.900000000000002, 13.5, 4, 7, 10.8, 6, 4, 5, 14.4, 14.4, 7, 4, 11.700000000000001, 4, 5, 4, 9.0, 9, 8, 9.900000000000002, 14.4, 5, 5, 12.600000000000001, 4, 5, 4, 12.600000000000001, 9, 4, 4, 12.600000000000001, 6, 10.8, 9, 4, 7, 4, 4, 8, 13.5, 10.8, 5, 5, 9, 4, 4, 14.4, 4, 9.900000000000002, 12.600000000000001, 7, 12.600000000000001, 13.5, 4, 13.5, 4, 13.5, 3, 6.3, 9, 3, 9.900000000000002, 4, 9.0, 9.9, 7, 10.8, 5, 9.9, 9.900000000000002, 2, 2, 13.5, 7, 13.5, 2, 3, 13.5, 5, 14.4, 7, 9.900000000000002, 9.900000000000002, 4, 4, 5, 9, 6, 4, 6, 4, 14.4, 14.4, 4, 5, 2, 8, 4, 4, 4, 14.4, 9.9, 5, 10.8, 13.5, 14.4, 13.5, 4, 7, 4, 4, 5, 12.600000000000001, 4, 4, 4, 3, 4, 5, 5, 13.5, 4, 13.5, 6, 5, 4, 14.4, 4, 4, 5, 13.5, 8, 6, 4, 11.700000000000001, 9.900000000000002, 13.5, 5, 4, 10.8, 13.5, 4, 4, 13.5, 15.3, 3, 5, 5, 3, 13.5, 9, 14.4, 6, 12.600000000000001, 3, 4, 10.8, 14.4, 3, 6, 8, 5, 4, 5, 13.5, 11.700000000000001, 9, 4, 10.8, 5, 4, 7, 12.600000000000001, 9.900000000000002, 14.4, 4, 13.5, 5.4, 8, 14.4, 14.4, 12.600000000000001, 9.9, 8, 14.4, 8, 13.5, 11.700000000000001, 4, 5, 9, 11, 4, 10, 4, 4, 13.5, 4, 10.8, 5, 5, 5, 9.9, 6, 13.5, 14.4, 8, 9.9, 7, 4, 9, 4, 13.5, 4, 4, 12.600000000000001, 4, 10.8, 14.4, 14.4, 12.600000000000001, 4, 4, 4, 11.7, 7, 4, 5, 5, 9.900000000000002, 14.4, 4, 9, 4, 5, 5, 6, 10.8, 9.900000000000002, 9.9, 10.8, 12.600000000000001, 8, 15.3, 12.600000000000001, 4, 5, 4, 4, 4, 4, 4, 6, 4, 4, 13.5, 4, 12.600000000000001, 4, 4, 4, 4, 12.600000000000001, 9.900000000000002, 9, 2, 14.4, 6, 12.600000000000001, 4, 14.4, 7, 13.5, 4, 9.900000000000002, 13.5, 4, 13.5, 14.4, 14.4, 9.9, 4, 13.5, 4, 5, 9.9, 12.600000000000001, 4, 6, 12.600000000000001, 5, 4, 4, 4, 14.4, 4, 4, 4, 4, 4, 12, 9.9, 5, 8, 15.3, 9, 14.4, 3, 14.4, 9, 4, 4, 9, 9.900000000000002, 4, 7, 4, 14.4, 4, 9.900000000000002, 7, 4, 4, 7, 3, 12.600000000000001, 4, 4, 13.5, 4, 5, 4, 5, 13.5, 9.9, 13.5, 4, 4, 7, 6, 13.5, 9.900000000000002, 5, 9.900000000000002, 4, 13.5, 12.600000000000001, 7, 9.9, 13.5, 4, 7, 9.0, 4, 13.5, 4, 6, 4, 9.9, 5, 13.5, 9, 13.5, 4, 6.3, 4, 14.4, 11.700000000000001, 12.600000000000001, 4, 12.600000000000001, 13.5, 14.4, 10.8, 12.600000000000001, 4, 4, 4, 13.5, 8, 9.900000000000002, 13.5, 4, 4, 5, 4, 13.5, 8, 3, 13.5, 10.8, 13.5, 8, 9.900000000000002, 9, 11.700000000000001, 4, 4, 14.4, 14.4, 4, 2, 5, 13.5, 5, 14.4, 10.8, 5, 13.5, 4, 9.900000000000002, 4, 12.600000000000001, 5, 9, 4, 4, 10.8, 5, 13.5, 13.5, 4, 9, 9.900000000000002, 6, 14.4, 14.4, 4, 8, 9.9, 4, 10.8, 5, 4, 9, 4, 4, 4, 13.5, 9, 11.700000000000001, 13.5, 6, 13.5, 4, 16.200000000000003, 4, 13.5, 3, 4, 5, 14.4, 15.3, 12.600000000000001, 13.5, 5, 8, 7, 4, 12.600000000000001, 14.4, 4, 4, 13.5, 14.4, 13.5, 14.4, 4, 13.5, 10.8, 13.5, 14.4, 9.900000000000002, 7, 9.9, 12.600000000000001, 10.8, 13.5, 13.5, 5, 5, 4, 7, 5, 10.8, 14.4, 6, 9.900000000000002, 4, 13.5, 4, 4, 9, 12.600000000000001, 14.4, 5, 4, 14.4, 2, 7, 3, 4, 13.5, 4, 7, 4, 6, 9.9, 14.4, 14.4, 9.9, 7, 4, 4, 10.8, 9.900000000000002, 9.9, 4, 8, 4, 9, 4, 14.4, 14.4, 9, 5, 4, 9.9, 13.5, 9.0, 13.5, 8, 13.5, 4, 4, 4, 4, 12.600000000000001, 4, 14.4, 4, 9.900000000000002, 5, 9.900000000000002, 13.5, 7.2, 3, 10.8, 14.4, 14.4, 4, 7, 13.5, 10.8, 14.4, 5, 9.900000000000002, 4, 5, 3, 11.700000000000001, 14.4, 4, 4, 9.900000000000002, 14.4, 9, 4, 13.5, 4, 12.600000000000001, 12.600000000000001, 12.600000000000001, 3, 2, 13.5, 4, 13.5, 4, 13.5, 5, 6, 14.4, 13.5, 14.4, 10.8, 14.4, 6, 13.5, 4, 13.5, 4, 4, 14.4, 13.5, 12.600000000000001, 4, 7, 4, 13.5, 7, 14.4, 13.5, 11.700000000000001, 4, 4, 3, 4, 4, 4, 14.4, 5, 15.3, 5, 6, 8, 9.9, 10.8, 7, 15.3, 9.9, 4, 4, 12.600000000000001, 4, 13.5, 12.600000000000001, 9.900000000000002, 5, 14.4, 4, 12.600000000000001, 13.5, 10.8, 5, 7, 13.5, 8, 15, 5, 10.8, 8, 5, 13.5, 12.600000000000001, 13.5, 12.600000000000001, 12.600000000000001, 9, 11.7, 6, 13.5, 11.700000000000001, 5, 12.600000000000001, 4, 4, 4, 10.8, 4, 2, 4, 9.9, 14.4, 10.8, 4, 4, 5, 12.600000000000001, 4, 7, 4, 4, 4, 13.5, 13.5, 3, 12.600000000000001, 13.5, 4, 5, 4, 4, 9, 14.4, 13.5, 8, 4, 9.9, 3, 12.600000000000001, 13.5, 14.4, 16.200000000000003, 4, 4, 2, 13.5, 14.4, 5, 4, 4, 4, 8, 9.900000000000002, 7, 5, 6, 13.5, 13.5, 7, 12.600000000000001, 4, 12.600000000000001, 14.4, 11.700000000000001, 4, 4, 13.5, 9, 7, 12.600000000000001, 6, 5, 10.8, 4, 7, 10.8, 2, 2, 4, 13.5, 9, 2, 2, 13.5, 5, 4, 4, 4, 4, 4, 13.5, 4, 13.5, 4, 14.4, 4, 4, 4, 3, 3, 4, 4, 4, 6, 14.4, 13.5, 9.900000000000002, 8, 12.600000000000001, 8, 12.600000000000001, 13.5, 5, 7, 9, 4, 4, 8, 4, 10.8, 7, 6, 4, 7, 9, 4, 4, 3, 4, 13.5, 5, 11.700000000000001, 15.3, 10, 5, 13.5, 3, 10.8, 2, 14.4, 14.4, 4, 13.5, 9.900000000000002, 14.4, 6, 7, 13.5, 9.9, 5, 4, 10.8, 4, 13.5, 14.4, 6.3, 9.900000000000002, 7, 14.4, 12.600000000000001, 4, 13.5, 13.5, 4, 12.600000000000001, 8, 14.4, 8.1, 4, 9, 7, 12.600000000000001, 6, 5, 4, 7, 9.9, 11.700000000000001, 4, 5, 4, 9.900000000000002, 4, 4, 14.4, 13.5, 4, 4, 13.5, 7, 10.8, 6, 5, 13.5, 4, 4, 9.900000000000002, 9, 5, 9.900000000000002, 4, 4, 10.8, 6.3, 12.600000000000001, 9, 4, 13.5, 14.4, 5, 12.600000000000001, 9.0, 13.5, 2, 13.5, 4, 5, 2, 10.8, 4, 8, 7, 9, 14.4, 4, 9.900000000000002, 2, 6, 5, 10.8, 8, 4, 4, 13.5, 9, 4, 7, 13.5, 4, 7, 4, 7, 13.5, 14.4, 4, 12.600000000000001, 4, 9.9, 15.3, 6, 9, 6, 4, 4, 9.900000000000002, 4, 13.5, 5, 9.0, 6, 14.4, 13.5, 4, 14.4, 4, 5, 5, 4, 12.600000000000001, 4, 7, 4, 4, 7, 4, 4, 4, 10.8, 13.5, 13.5, 13.5, 5, 9, 4, 6, 14.4, 13.5, 13.5, 4, 4, 4, 7, 4, 11.700000000000001, 4, 11.7, 14.4, 9.900000000000002, 4, 5, 13.5, 12.600000000000001, 5, 4, 13.5, 8, 14.4, 9.900000000000002, 4, 4, 14.4, 3, 9, 14.4, 4, 9, 4, 4, 4, 13.5, 4, 7, 5, 4, 8, 4, 13.5, 13.5, 13.5, 5, 4, 9.9, 12.600000000000001, 11.700000000000001, 13.5, 13.5, 13.5, 4, 3, 4, 5, 12.600000000000001, 4, 2, 10.8, 9]
5.331	2.0	690	11.4411	5.4505	[9.900000000000002, 5, 13.5, 4, 12.600000000000001, 13.5, 11.700000000000001, 13.5, 13.5, 16.200000000000003, 13.5, 13.5, 14.4, 14.4, 13.5, 14.4, 15.3, 12.600000000000001, 14.4, 15.3, 15.3, 10.8, 14.4, 4, 14.4, 13.5, 14.4, 13.5, 14.4, 11.700000000000001, 12.600000000000001, 13.5, 9.900000000000002, 11.700000000000001, 4, 13.5, 13.5, 3, 10.8, 14.4, 5, 10.8, 13.5, 14.4, 13.5, 13.5, 13.5, 9.900000000000002, 14.4, 13.5, 13.5, 14.4, 14.4, 3, 4, 14.4, 9.900000000000002, 4, 9.900000000000002, 13.5, 14.4, 9.900000000000002, 13.5, 13.5, 4, 13.5, 13.5, 14.4, 13.5, 3, 12.600000000000001, 4, 5, 14.4, 9.900000000000002, 15.3, 13.5, 4, 16.200000000000003, 15.3, 3, 13.5, 13.5, 14.4, 14.4, 14.4, 9.900000000000002, 10.8, 10.8, 15.3, 12.600000000000001, 16.200000000000003, 13.5, 11.700000000000001, 13.5, 5, 13.5, 14.4, 13.5, 13.5, 13.5, 13.5, 14.4, 4, 13.5, 13.5, 13.5, 14.4, 2, 12.600000000000001, 15.3, 5, 9.900000000000002, 4, 7, 14.4, 14.4, 12.600000000000001, 4, 13.5, 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0.2311	21.0	7245	3.6125	0.2377	[3, 5, 4, 4, 5, 4, 0, 3, 4, 4, 4, 4, 4, 4, 4, 4, 2, 5, 4, 6, 4, 2, 2, 4, 4, 4, 2, 4, 2, 0, 5, 4, 3, 6, 4, 4, 4, 3, 2, 4, 5, 2, 4, 2, 4, 3, 4, 3, 4, 4, 4, 2, 4, 3, 4, 2, 3, 2, 3, 4, 2, 3, 3, 4, 3, 4, 3, 2, 3, 3, 5, 4, 5, 4, 3, 4, 4, 4, 5, 4, 3, 4, 4, 4, 4, 2, 3, 2, 1, 2, 5, 5, 4, 6, 4, 5, 4, 2, 4, 4, 4, 4, 4, 4, 4, 4, 3, 4, 2, 5, 4, 5, 3, 4, 6, 4, 2, 4, 4, 4, 2, 4, 3, 2, 3, 5, 4, 2, 4, 5, 2, 2, 4, 5, 1, 5, 4, 4, 4, 6, 3, 3, 5, 3, 4, 3, 2, 4, 3, 4, 4, 2, 5, 5, 5, 2, 2, 4, 4, 4, 5, 3, 4, 3, 5, 4, 3, 2, 2, 4, 5, 4, 4, 3, 2, 4, 3, 4, 6, 3, 5, 3, 3, 4, 5, 2, 4, 4, 3, 2, 4, 4, 4, 5, 4, 4, 4, 4, 4, 4, 4, 2, 3, 1, 2, 5, 2, 3, 5, 2, 5, 4, 4, 2, 3, 4, 4, 4, 2, 4, 4, 4, 3, 4, 1, 2, 4, 4, 3, 1, 3, 4, 2, 3, 2, 2, 4, 5, 2, 4, 5, 3, 4, 2, 4, 4, 4, 3, 4, 2, 2, 3, 5, 3, 4, 2, 3, 4, 4, 4, 2, 4, 2, 4, 3, 4, 5, 3, 2, 4, 4, 5, 1, 5, 3, 4, 2, 4, 2, 5, 3, 3, 2, 5, 4, 4, 5, 3, 6, 2, 4, 4, 3, 4, 3, 2, 3, 4, 3, 4, 2, 4, 4, 4, 3, 5, 5, 4, 4, 1, 5, 2, 5, 4, 2, 4, 5, 4, 4, 3, 4, 4, 4, 4, 4, 2, 4, 3, 2, 4, 5, 2, 3, 5, 2, 4, 4, 2, 3, 4, 5, 2, 3, 4, 2, 2, 2, 4, 1, 4, 3, 5, 3, 2, 3, 5, 3, 5, 3, 4, 4, 2, 6, 2, 4, 4, 5, 4, 2, 3, 5, 4, 2, 3, 5, 2, 4, 2, 4, 3, 4, 2, 6, 2, 3, 4, 5, 4, 4, 4, 4, 6, 2, 5, 4, 5, 5, 5, 3, 2, 5, 5, 5, 4, 5, 4, 5, 3, 4, 4, 2, 2, 1, 2, 4, 4, 4, 4, 2, 4, 4, 5, 5, 3, 2, 2, 4, 3, 3, 5, 4, 5, 4, 3, 4, 4, 4, 3, 3, 2, 3, 3, 2, 5, 4, 5, 4, 5, 4, 3, 2, 1, 4, 2, 4, 0, 3, 4, 5, 2, 4, 3, 3, 4, 2, 5, 5, 3, 2, 6, 4, 2, 2, 2, 5, 1, 4, 4, 4, 2, 4, 4, 4, 4, 4, 2, 4, 4, 4, 3, 4, 1, 5, 3, 4, 3, 3, 4, 5, 5, 4, 5, 4, 6, 5, 2, 2, 4, 3, 5, 4, 5, 6, 4, 6, 2, 4, 5, 4, 1, 4, 2, 4, 4, 2, 3, 5, 5, 3, 4, 5, 2, 6, 5, 3, 4, 2, 4, 3, 0, 4, 5, 4, 5, 4, 5, 3, 4, 2, 5, 4, 4, 4, 3, 2, 2, 4, 4, 5, 2, 4, 5, 4, 4, 2, 4, 4, 2, 3, 5, 5, 3, 4, 3, 4, 2, 4, 2, 4, 5, 5, 5, 4, 1, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 2, 2, 2, 2, 4, 4, 4, 4, 2, 5, 4, 5, 5, 3, 4, 4, 5, 2, 5, 5, 6, 4, 3, 4, 4, 5, 4, 6, 5, 2, 5, 4, 4, 4, 4, 4, 6, 4, 4, 4, 4, 5, 2, 2, 4, 4, 5, 3, 4, 1, 4, 3, 5, 2, 2, 7, 4, 3, 3, 4, 4, 4, 4, 5, 4, 2, 4, 4, 3, 4, 5, 4, 5, 5, 5, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 5, 2, 2, 5, 4, 3, 2, 1, 4, 2, 4, 3, 3, 4, 2, 4, 4, 3, 3, 4, 2, 2, 3, 5, 4, 2, 4, 4, 5, 4, 5, 4, 4, 3, 3, 4, 5, 6, 4, 3, 5, 3, 4, 3, 4, 2, 3, 3, 2, 5, 4, 2, 4, 4, 5, 4, 4, 5, 4, 5, 4, 3, 3, 4, 2, 2, 5, 4, 5, 4, 2, 2, 5, 2, 2, 4, 3, 4, 3, 4, 4, 4, 5, 3, 4, 2, 3, 4, 2, 3, 3, 3, 2, 0, 4, 3, 2, 4, 4, 2, 4, 4, 5, 4, 2, 5, 4, 4, 3, 4, 5, 2, 4, 3, 2, 2, 5, 4, 4, 4, 4, 3, 0, 4, 4, 4, 4, 3, 4, 2, 5, 4, 4, 4, 3, 2, 4, 3, 6, 3, 6, 4, 4, 4, 4, 4, 3, 4, 5, 4, 4, 5, 4, 4, 2, 3, 2, 5, 2, 4, 4, 4, 4, 4, 5, 4, 4, 4, 4, 2, 3, 2, 4, 5, 2, 4, 4, 5, 5, 4, 4, 5, 4, 4, 6, 3, 4, 4, 2, 4, 5, 5, 2, 5, 4, 2, 2, 4, 3, 4, 3, 2, 3, 4, 4, 4, 2, 2, 4, 4, 4, 4, 4, 3, 4, 2, 4, 4, 4, 4, 4, 2, 4, 5, 4, 3, 4, 7, 4, 4, 4, 4, 3, 3, 4, 5, 2, 4, 4, 3, 4, 3, 3, 1, 3, 4, 4, 4, 4, 3, 4, 1, 4, 4, 3, 4, 5, 3, 0, 4, 4, 4, 3, 2, 4, 3, 3, 4, 5, 5, 5, 3, 2, 3, 4, 4, 4, 3, 5, 5, 4, 4, 2, 1, 4, 6, 4, 4, 4, 2, 4, 4, 3, 5, 3, 5, 4, 3, 0, 4, 4, 6, 4, 4, 3, 4, 4, 4, 2, 5, 4, 4, 6, 2, 4, 2, 6, 2, 4, 2, 4, 5, 4, 4, 5, 2, 4, 2, 4, 4, 4, 4, 5, 4, 4, 3, 4, 5, 2, 4, 5, 4, 5, 3, 5, 4, 4, 4, 4, 4, 2, 5, 5, 2, 4, 4, 7, 4, 0, 4, 4, 2, 4, 4, 2, 5, 5, 2, 4, 4, 4, 4, 4, 4, 3, 5, 3, 4, 5, 2, 2, 2, 2, 4, 2, 2, 4, 3, 5, 3, 2, 3, 4, 2, 2, 4, 4, 5, 3, 2, 2, 2, 3, 2, 5, 5, 4, 4, 4, 5, 4, 5, 4, 0, 5, 4, 4, 4, 4, 4, 6, 5, 4, 4, 2, 4, 2, 2, 2, 3, 4, 2, 2, 4, 5, 3, 4, 4, 4, 4, 4, 2, 3, 3, 4, 4, 2, 2, 3, 3, 3, 2, 4, 4, 4, 4, 3, 4, 5, 5, 4, 4, 5, 2, 4, 4, 2, 3, 4, 2, 4, 5, 4, 4, 3, 4, 4, 3, 4, 4, 3, 0, 4, 3, 5, 4, 2, 1, 2, 4, 4, 2, 4, 3, 4, 4, 4, 4, 4, 5, 4, 4, 2, 4, 2, 3, 3, 4, 4, 5, 4, 4, 4, 4, 5, 2, 2, 6, 2, 4, 5, 5, 6, 5, 3, 2, 3, 6, 4, 5, 4, 3, 4, 2, 2, 4, 4, 4, 4, 2, 2, 6, 4, 3, 4, 3, 3, 1, 4, 3, 4, 4, 2, 2, 5, 4, 4, 4, 4, 5, 5, 5, 3, 2, 4, 4, 5, 0, 2, 4, 3, 5, 4, 6, 4, 3, 2, 4, 5, 2, 3, 4, 3, 3, 4, 2, 2, 4, 4, 2, 4, 4, 4, 4, 4, 5, 3, 4, 4, 6, 5, 4, 4, 4, 3, 4, 3, 5, 5, 1, 2, 4, 4, 4, 4, 5, 4, 2, 5, 2, 4, 4, 4, 3, 2, 4, 3, 4, 4, 4, 4, 5, 4, 2, 6, 4, 4, 4, 4, 4, 2, 4, 4, 6, 4, 4, 4, 3, 2, 4, 4, 5, 5, 4, 4, 4, 4, 3, 4, 2, 5, 3, 4, 2, 4, 2, 4, 2, 4, 4, 4, 2, 5, 4, 4, 4, 3, 4, 4, 5, 2, 4, 5, 5, 4, 4, 3, 4, 3, 4, 5, 4, 4, 1, 2, 5]

Framework versions

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