--- license: apache-2.0 base_model: google/t5-v1_1-large tags: - generated_from_trainer model-index: - name: SChem5Labels-google-t5-v1_1-large-inter_model-frequency-model_annots_str-pairwise-mse results: [] --- # SChem5Labels-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](https://huggingface.co/google/t5-v1_1-large) on the None dataset. It achieves the following results on the evaluation set: - Train Loss: 3.6693 - Loss: 0.7085 - Losses: [5, 4, 4, 5, 3, 3, 3, 2, 4, 7, 2, 2, 4, 2, 3, 2, 2, 3, 4, 3, 3, 2, 3, 3, 2, 3, 2, 3, 7, 4, 7, 3, 3, 6, 6, 4, 7, 4, 5, 2, 7, 2, 2, 6, 4, 3, 4, 6, 2, 3, 7, 3, 2, 5, 2, 3, 4, 2, 2, 2, 4, 2, 5, 4, 4, 4, 6, 3, 5, 6, 3, 3, 4, 2, 2, 4, 2, 7, 2, 7, 6, 4, 5, 2, 2, 3, 4, 5, 4, 3, 2, 7, 3, 2, 4, 2, 3, 2, 4, 6, 2, 3, 3, 2, 3, 2, 7, 2, 2, 2, 7, 4, 3, 2, 4, 4, 5, 5, 3, 2, 3, 7, 3, 3, 4, 3, 3, 7, 3, 2, 4, 3, 4, 4, 2, 6, 3, 4, 7, 2, 4, 5, 4, 5, 2, 6, 6, 5, 7, 2, 3, 4, 3, 7, 3, 6, 6, 4, 3, 2, 5, 7, 3, 6, 3, 6, 4, 4, 3, 2, 3, 2, 7, 3, 3, 2, 2, 2, 7, 4, 2, 3, 2, 5, 7, 7, 2, 4, 2, 7, 4, 2, 2, 3, 5, 4, 5, 7, 4, 2, 2, 3, 2, 2, 4, 4, 2, 7, 5, 3, 4, 4, 2, 4, 3, 4, 3, 3, 4, 2, 2, 4, 2, 3, 7, 5, 3, 7, 2, 2, 2, 4, 2, 4, 5, 2, 3, 2, 2, 2, 3, 2, 2, 2, 5, 3, 3, 6, 6, 6, 2, 4, 5, 2, 2, 2, 2, 3, 3, 4, 3, 2, 6, 4, 2, 6, 2, 3, 3, 3, 3, 3, 3, 3, 4, 4, 3, 2, 5, 2, 4, 7, 3, 7, 7, 3, 3, 4, 4, 2, 3, 3, 2, 4, 2, 5, 4, 4, 3, 3, 3, 5, 4, 4, 6, 4, 4, 3, 7, 3, 7, 4, 3, 3, 4, 7, 2, 3, 4, 4, 3, 6, 3, 3, 4, 3, 3, 2, 4, 4, 5, 4, 4, 3, 7, 3, 2, 3, 3, 4, 2, 5, 4, 6, 2, 6, 4, 3, 3, 2, 5, 3, 2, 2, 2, 3, 4, 2, 5, 6, 3, 5, 4, 3, 3, 3, 4, 4, 2, 2, 4, 6, 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: 128 - eval_batch_size: 128 - 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 | |:-------------:|:-----:|:----:|:----------:|:---------------:|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------:| | 20.4361 | 1.0 | 25 | 12.72 | 24.1526 | [18, 14, 10, 11, 9, 9, 13, 12, 9, 9, 14, 9, 9, 11, 9, 7, 11, 9, 8, 42, 17, 9, 25, 9, 14, 9, 42, 12, 8, 9, 9, 9, 13, 9, 18, 16, 13, 9, 9, 9, 9, 9, 12, 9, 9, 15, 22, 15, 12, 9, 21, 12, 12, 12, 12, 9, 12, 8, 12, 24, 9, 12, 12, 9, 17, 8, 9, 25, 9, 9, 10, 12, 15, 42, 11, 16, 9, 11, 9, 12, 9, 12, 13, 25, 18, 20, 17, 21, 9, 9, 9, 13, 9, 9, 8, 9, 9, 15, 7, 9, 9, 10, 12, 14, 42, 7, 12, 16, 11, 10, 9, 11, 12, 15, 11, 13, 18, 9, 12, 11, 13, 9, 12, 9, 7, 9, 21, 12, 14, 9, 13, 17, 15, 9, 23, 8, 9, 13, 9, 14, 7, 12, 18, 9, 13, 11, 25, 13, 22, 9, 8, 15, 12, 9, 9, 24, 25, 12, 9, 9, 7, 9, 10, 14, 9, 9, 10, 9, 9, 25, 12, 9, 10, 14, 9, 9, 13, 12, 9, 9, 13, 9, 9, 9, 9, 9, 15, 9, 11, 9, 12, 12, 25, 11, 13, 9, 9, 9, 9, 9, 9, 12, 9, 11, 25, 26, 9, 12, 8, 19, 11, 15, 12, 14, 9, 13, 11, 12, 9, 8, 12, 12, 15, 9, 23, 10, 15, 9, 10, 17, 14, 12, 10, 15, 9, 22, 25, 13, 9, 10, 13, 9, 12, 14, 9, 9, 8, 17, 17, 9, 9, 12, 18, 12, 9, 8, 13, 9, 13, 18, 25, 14, 13, 13, 13, 18, 9, 18, 9, 15, 11, 12, 12, 25, 16, 9, 13, 9, 12, 9, 9, 42, 12, 13, 12, 12, 32, 8, 9, 9, 9, 9, 14, 9, 12, 14, 13, 21, 12, 9, 12, 14, 9, 12, 12, 11, 11, 9, 25, 14, 11, 7, 12, 13, 9, 9, 9, 13, 9, 12, 25, 9, 12, 9, 12, 9, 9, 15, 16, 9, 25, 14, 9, 16, 25, 9, 25, 9, 9, 9, 19, 12, 9, 25, 12, 9, 9, 8, 12, 9, 9, 9, 12, 9, 18, 16, 13, 12, 13, 17, 12, 25, 15, 9, 9, 9, 8, 10, 9, 23, 25, 12, 9, 8, 10] | | 19.5775 | 2.0 | 50 | 12.5067 | 23.5011 | [18, 14, 10, 11, 9, 9, 13, 12, 9, 9, 14, 9, 9, 11, 9, 7, 12, 9, 8, 42, 17, 9, 25, 11, 14, 9, 42, 12, 8, 9, 9, 9, 13, 9, 18, 16, 13, 9, 9, 9, 8, 9, 12, 9, 9, 15, 22, 15, 12, 9, 21, 12, 12, 12, 12, 9, 12, 8, 12, 12, 9, 12, 12, 9, 17, 18, 9, 25, 9, 9, 10, 12, 20, 42, 11, 16, 9, 11, 9, 12, 19, 12, 13, 25, 18, 20, 17, 21, 9, 9, 9, 13, 9, 9, 7, 9, 9, 15, 8, 9, 9, 11, 12, 14, 11, 8, 12, 16, 11, 12, 9, 7, 12, 15, 11, 13, 18, 9, 12, 11, 13, 9, 11, 9, 9, 9, 21, 12, 8, 9, 13, 17, 15, 9, 23, 8, 9, 13, 9, 14, 8, 12, 9, 9, 13, 13, 25, 13, 22, 12, 8, 20, 12, 9, 9, 24, 25, 12, 8, 9, 8, 9, 10, 14, 9, 9, 10, 9, 9, 25, 12, 9, 10, 14, 9, 9, 13, 12, 9, 9, 13, 9, 13, 9, 9, 9, 15, 9, 11, 9, 9, 12, 25, 11, 13, 9, 9, 12, 9, 9, 9, 12, 9, 11, 25, 26, 9, 12, 9, 19, 11, 15, 12, 14, 9, 13, 11, 12, 9, 14, 12, 8, 15, 9, 23, 10, 15, 9, 11, 17, 14, 12, 10, 15, 9, 22, 11, 13, 9, 10, 13, 9, 12, 14, 11, 8, 8, 17, 17, 9, 9, 12, 18, 12, 9, 8, 13, 9, 13, 18, 25, 14, 13, 12, 13, 18, 9, 18, 9, 20, 11, 12, 12, 25, 16, 9, 13, 9, 12, 9, 9, 11, 12, 13, 12, 12, 32, 8, 9, 9, 9, 9, 14, 9, 12, 13, 13, 21, 12, 9, 12, 14, 9, 12, 12, 11, 11, 9, 25, 9, 11, 8, 12, 9, 12, 9, 9, 13, 9, 12, 25, 9, 12, 9, 12, 9, 9, 15, 16, 9, 12, 14, 9, 9, 25, 9, 25, 9, 9, 9, 19, 12, 9, 25, 12, 9, 10, 8, 12, 9, 9, 10, 11, 9, 18, 16, 13, 12, 13, 17, 12, 25, 15, 9, 9, 12, 8, 10, 9, 23, 17, 12, 9, 9, 10] | | 18.9937 | 3.0 | 75 | 12.6453 | 21.5082 | [18, 18, 10, 11, 9, 9, 13, 12, 17, 9, 14, 9, 9, 11, 9, 7, 12, 9, 8, 42, 17, 9, 25, 11, 11, 9, 42, 12, 10, 9, 9, 9, 13, 9, 18, 16, 14, 9, 9, 9, 8, 9, 12, 9, 9, 15, 22, 15, 12, 9, 9, 12, 12, 12, 12, 9, 12, 8, 9, 25, 9, 12, 12, 9, 17, 12, 9, 25, 9, 9, 10, 12, 15, 42, 11, 16, 9, 11, 9, 12, 19, 12, 13, 25, 18, 20, 17, 21, 9, 9, 9, 13, 9, 9, 7, 9, 9, 15, 8, 9, 9, 18, 12, 14, 9, 7, 12, 16, 11, 12, 9, 9, 12, 15, 14, 13, 18, 9, 12, 11, 13, 9, 11, 9, 9, 8, 21, 12, 8, 9, 13, 13, 15, 9, 23, 8, 9, 13, 15, 14, 7, 12, 18, 9, 14, 13, 25, 13, 22, 12, 8, 15, 12, 9, 9, 19, 25, 18, 9, 9, 8, 25, 10, 14, 9, 9, 13, 9, 9, 25, 12, 12, 10, 14, 9, 9, 13, 12, 9, 9, 13, 8, 13, 9, 9, 9, 9, 9, 11, 9, 12, 12, 25, 11, 13, 9, 9, 9, 9, 9, 9, 12, 9, 19, 25, 23, 9, 12, 9, 19, 11, 15, 12, 9, 9, 13, 11, 12, 9, 14, 12, 11, 14, 9, 23, 10, 15, 9, 11, 17, 14, 12, 10, 15, 9, 22, 9, 13, 9, 10, 9, 12, 12, 14, 11, 8, 8, 17, 17, 8, 9, 12, 18, 12, 9, 9, 14, 9, 13, 18, 25, 14, 13, 12, 12, 18, 9, 18, 9, 15, 11, 12, 12, 25, 16, 9, 9, 14, 12, 9, 9, 9, 12, 13, 12, 12, 32, 8, 8, 9, 9, 9, 14, 9, 9, 13, 13, 21, 9, 9, 12, 12, 9, 12, 12, 11, 11, 25, 25, 14, 11, 7, 12, 9, 12, 9, 9, 13, 9, 9, 25, 9, 9, 9, 12, 15, 9, 15, 16, 9, 12, 14, 9, 16, 25, 9, 25, 9, 9, 9, 19, 19, 9, 9, 12, 9, 18, 8, 25, 9, 9, 10, 12, 9, 18, 16, 13, 12, 11, 17, 12, 25, 15, 9, 9, 12, 8, 10, 9, 23, 17, 12, 9, 9, 10] | | 17.1706 | 4.0 | 100 | 12.7893 | 16.7923 | [18, 14, 10, 11, 9, 9, 13, 12, 17, 9, 14, 9, 9, 11, 9, 7, 9, 9, 8, 42, 17, 9, 25, 11, 11, 9, 42, 12, 10, 9, 9, 9, 13, 9, 18, 16, 14, 9, 9, 13, 8, 9, 12, 9, 9, 15, 22, 15, 12, 9, 9, 12, 12, 12, 12, 9, 12, 8, 9, 20, 9, 12, 12, 9, 17, 8, 9, 25, 9, 9, 10, 9, 14, 42, 11, 16, 9, 11, 9, 12, 19, 12, 13, 25, 18, 20, 17, 21, 9, 9, 9, 13, 20, 9, 7, 9, 9, 15, 8, 9, 9, 12, 12, 14, 9, 8, 12, 16, 11, 12, 9, 22, 12, 15, 14, 14, 18, 9, 12, 11, 13, 9, 11, 9, 8, 9, 21, 12, 16, 9, 13, 17, 15, 9, 23, 8, 9, 13, 9, 14, 8, 12, 18, 9, 14, 13, 25, 13, 22, 12, 8, 14, 12, 13, 9, 26, 25, 18, 9, 9, 8, 25, 10, 14, 9, 9, 10, 9, 20, 25, 12, 12, 10, 14, 9, 9, 13, 25, 9, 12, 13, 9, 13, 9, 9, 9, 9, 9, 11, 9, 17, 25, 25, 11, 13, 9, 9, 9, 9, 9, 9, 12, 9, 17, 25, 12, 9, 12, 9, 19, 11, 20, 12, 9, 9, 13, 11, 12, 9, 8, 12, 8, 14, 9, 23, 10, 15, 9, 11, 17, 14, 12, 10, 18, 9, 22, 8, 13, 9, 10, 13, 11, 12, 14, 11, 8, 8, 17, 17, 8, 9, 12, 18, 12, 9, 9, 14, 9, 13, 18, 25, 14, 13, 12, 12, 18, 9, 18, 9, 14, 11, 12, 12, 25, 16, 17, 9, 9, 12, 9, 9, 9, 12, 13, 12, 12, 32, 8, 9, 9, 9, 17, 14, 9, 9, 14, 13, 21, 12, 9, 12, 12, 11, 12, 12, 11, 13, 25, 25, 14, 11, 7, 12, 9, 12, 9, 9, 13, 9, 9, 25, 9, 9, 9, 12, 9, 9, 15, 16, 9, 25, 14, 9, 16, 25, 9, 25, 9, 8, 9, 13, 19, 9, 9, 12, 9, 18, 8, 12, 9, 9, 10, 12, 9, 18, 15, 14, 12, 11, 17, 12, 25, 15, 9, 9, 9, 8, 9, 9, 23, 17, 12, 9, 9, 10] | | 15.4821 | 5.0 | 125 | 12.9253 | 11.2391 | [18, 18, 15, 9, 9, 9, 13, 12, 17, 9, 14, 9, 9, 11, 9, 8, 9, 9, 8, 42, 17, 9, 25, 11, 14, 9, 42, 12, 14, 9, 9, 9, 13, 9, 28, 16, 14, 9, 9, 13, 7, 9, 12, 9, 9, 23, 22, 15, 12, 12, 9, 12, 12, 12, 12, 9, 12, 8, 9, 20, 9, 12, 12, 9, 17, 9, 9, 25, 9, 9, 12, 9, 14, 42, 11, 16, 9, 11, 9, 12, 19, 12, 13, 25, 18, 20, 17, 21, 9, 9, 8, 13, 20, 9, 8, 9, 9, 15, 8, 9, 9, 12, 12, 14, 9, 7, 12, 16, 12, 12, 9, 24, 12, 15, 14, 14, 9, 12, 12, 11, 13, 9, 11, 9, 10, 9, 21, 12, 9, 9, 13, 17, 7, 9, 19, 8, 9, 14, 9, 14, 7, 12, 18, 9, 14, 15, 25, 13, 22, 12, 8, 14, 12, 9, 9, 26, 25, 12, 9, 9, 8, 25, 10, 18, 9, 9, 13, 9, 20, 25, 12, 9, 10, 14, 9, 9, 13, 25, 9, 12, 13, 9, 14, 9, 9, 9, 9, 14, 11, 9, 17, 26, 25, 12, 13, 9, 9, 9, 9, 9, 9, 12, 9, 19, 25, 12, 9, 12, 10, 19, 11, 20, 12, 9, 9, 13, 11, 12, 9, 9, 12, 8, 14, 9, 23, 10, 15, 9, 11, 17, 14, 12, 10, 18, 9, 22, 9, 13, 9, 10, 13, 12, 12, 14, 11, 7, 8, 18, 17, 8, 9, 12, 9, 12, 9, 9, 14, 9, 13, 28, 25, 9, 13, 12, 13, 33, 9, 18, 9, 14, 12, 12, 12, 25, 16, 17, 9, 9, 25, 9, 9, 9, 12, 13, 12, 12, 25, 8, 8, 9, 9, 17, 20, 9, 13, 14, 13, 16, 9, 9, 12, 12, 11, 21, 12, 11, 13, 25, 25, 14, 11, 7, 12, 8, 12, 9, 9, 13, 9, 9, 25, 9, 9, 9, 12, 9, 9, 15, 16, 9, 25, 9, 9, 16, 25, 9, 25, 9, 20, 9, 13, 19, 9, 9, 12, 9, 9, 8, 12, 9, 9, 10, 12, 9, 18, 22, 8, 12, 11, 15, 12, 25, 15, 9, 9, 9, 8, 9, 9, 23, 17, 12, 9, 8, 10] | | 13.1093 | 6.0 | 150 | 13.096 | 9.6075 | [18, 16, 8, 9, 9, 9, 9, 12, 9, 12, 14, 9, 20, 11, 9, 8, 9, 20, 12, 42, 17, 9, 9, 9, 14, 9, 42, 12, 8, 9, 9, 9, 20, 9, 28, 16, 8, 9, 9, 13, 8, 9, 12, 9, 9, 23, 22, 15, 25, 12, 18, 12, 12, 12, 12, 9, 25, 8, 9, 8, 9, 9, 12, 9, 17, 9, 9, 25, 42, 9, 12, 9, 14, 42, 9, 14, 9, 8, 17, 12, 9, 12, 13, 25, 18, 20, 17, 21, 18, 9, 42, 8, 20, 20, 9, 9, 9, 15, 8, 9, 9, 8, 12, 14, 9, 7, 12, 12, 12, 12, 9, 24, 12, 15, 8, 9, 9, 12, 12, 11, 13, 9, 11, 9, 9, 9, 9, 12, 16, 9, 13, 18, 12, 9, 18, 8, 9, 14, 15, 11, 7, 9, 8, 9, 14, 15, 25, 13, 8, 12, 8, 14, 12, 9, 9, 26, 25, 12, 9, 9, 8, 25, 10, 18, 9, 42, 10, 9, 20, 25, 12, 9, 26, 14, 9, 9, 13, 25, 20, 12, 13, 9, 14, 9, 9, 9, 9, 14, 14, 9, 17, 12, 25, 12, 13, 9, 9, 9, 9, 9, 9, 14, 9, 19, 25, 9, 9, 12, 10, 19, 11, 20, 12, 9, 9, 13, 11, 12, 42, 9, 12, 8, 14, 9, 23, 10, 15, 9, 11, 16, 14, 7, 10, 18, 9, 22, 19, 25, 9, 10, 9, 11, 9, 14, 11, 8, 12, 18, 25, 9, 14, 12, 9, 12, 9, 9, 14, 9, 13, 28, 25, 9, 20, 12, 13, 33, 9, 13, 9, 14, 12, 9, 12, 25, 12, 16, 9, 9, 17, 9, 9, 9, 12, 13, 12, 12, 9, 8, 8, 9, 9, 16, 20, 9, 9, 10, 9, 12, 9, 9, 12, 12, 8, 12, 12, 8, 13, 25, 25, 14, 8, 9, 12, 9, 16, 9, 9, 20, 9, 9, 9, 9, 9, 9, 12, 15, 9, 15, 16, 9, 25, 9, 9, 16, 25, 9, 25, 9, 14, 9, 19, 11, 9, 9, 12, 9, 8, 8, 12, 9, 9, 9, 12, 9, 18, 15, 8, 12, 11, 15, 12, 25, 9, 12, 9, 12, 8, 9, 9, 24, 17, 12, 9, 8, 10] | | 11.7669 | 7.0 | 175 | 12.408 | 9.0602 | [18, 9, 11, 9, 9, 9, 8, 9, 9, 12, 14, 9, 20, 9, 9, 8, 9, 20, 8, 9, 17, 9, 9, 8, 9, 9, 42, 9, 16, 9, 9, 9, 20, 9, 28, 16, 8, 9, 9, 9, 8, 9, 12, 9, 9, 23, 22, 20, 25, 12, 18, 12, 12, 25, 12, 9, 8, 8, 17, 8, 9, 9, 12, 9, 17, 9, 9, 25, 18, 9, 8, 9, 8, 9, 9, 8, 9, 8, 17, 12, 9, 12, 9, 25, 18, 20, 17, 21, 18, 9, 42, 8, 20, 20, 8, 9, 9, 15, 8, 9, 9, 8, 16, 14, 9, 7, 12, 12, 8, 13, 8, 24, 9, 15, 8, 9, 9, 12, 23, 11, 13, 9, 9, 9, 9, 9, 9, 25, 14, 8, 9, 18, 8, 9, 18, 8, 9, 8, 15, 11, 7, 7, 8, 9, 13, 15, 25, 9, 8, 12, 9, 8, 12, 9, 9, 26, 25, 20, 12, 9, 8, 25, 10, 18, 9, 9, 17, 9, 20, 25, 12, 9, 26, 14, 9, 9, 13, 9, 20, 12, 13, 9, 9, 9, 9, 9, 9, 14, 14, 8, 17, 12, 25, 8, 13, 9, 9, 9, 9, 9, 9, 12, 9, 8, 9, 8, 12, 12, 8, 19, 9, 20, 12, 9, 9, 8, 9, 12, 18, 9, 12, 11, 20, 9, 23, 10, 15, 12, 11, 16, 15, 8, 10, 18, 9, 22, 14, 25, 9, 25, 13, 12, 9, 9, 9, 8, 8, 18, 25, 8, 12, 17, 9, 12, 9, 8, 13, 9, 42, 28, 25, 9, 20, 12, 8, 33, 9, 13, 9, 8, 8, 9, 12, 25, 12, 9, 9, 9, 17, 9, 9, 9, 12, 9, 12, 12, 8, 8, 8, 9, 12, 9, 9, 9, 42, 16, 9, 8, 9, 9, 12, 13, 16, 9, 12, 8, 13, 8, 25, 14, 8, 8, 12, 9, 10, 8, 9, 20, 9, 7, 9, 9, 9, 8, 12, 15, 9, 15, 16, 8, 25, 9, 9, 8, 9, 9, 25, 9, 7, 9, 8, 9, 9, 25, 12, 9, 15, 8, 12, 9, 9, 8, 12, 9, 18, 8, 8, 12, 11, 14, 12, 25, 9, 9, 9, 11, 9, 9, 9, 24, 9, 12, 9, 8, 10] | | 10.0617 | 8.0 | 200 | 12.0933 | 8.8670 | [18, 9, 12, 9, 9, 9, 8, 9, 9, 12, 9, 9, 20, 9, 9, 8, 9, 20, 8, 9, 17, 9, 9, 8, 15, 9, 42, 9, 14, 9, 9, 9, 20, 9, 28, 16, 8, 9, 15, 9, 9, 9, 12, 17, 9, 23, 22, 20, 12, 14, 18, 12, 12, 25, 12, 9, 8, 8, 9, 8, 8, 9, 9, 9, 17, 9, 9, 25, 8, 9, 8, 9, 2, 9, 9, 8, 9, 8, 17, 12, 9, 12, 8, 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4, 2, 7, 3, 4, 7, 2, 4, 5, 4, 5, 2, 6, 6, 5, 7, 2, 3, 4, 3, 7, 4, 6, 6, 4, 3, 2, 5, 7, 4, 7, 3, 7, 5, 4, 3, 2, 3, 2, 7, 3, 3, 2, 2, 3, 7, 4, 2, 3, 2, 5, 7, 7, 2, 4, 2, 7, 4, 2, 2, 3, 5, 4, 5, 7, 4, 2, 2, 3, 3, 2, 4, 4, 2, 7, 5, 3, 4, 4, 2, 4, 3, 4, 3, 3, 4, 2, 3, 4, 2, 3, 7, 5, 3, 7, 3, 2, 2, 5, 2, 4, 5, 2, 3, 2, 2, 3, 4, 3, 2, 2, 5, 3, 3, 6, 7, 6, 2, 4, 5, 3, 2, 2, 2, 4, 3, 4, 4, 2, 6, 4, 2, 6, 2, 3, 3, 3, 3, 3, 4, 3, 4, 4, 3, 2, 5, 2, 4, 7, 3, 7, 7, 3, 3, 4, 4, 3, 4, 3, 2, 4, 2, 5, 4, 4, 3, 3, 3, 5, 4, 4, 6, 4, 4, 4, 7, 3, 7, 4, 3, 3, 4, 7, 3, 3, 4, 4, 4, 6, 3, 3, 4, 3, 4, 3, 4, 4, 5, 4, 4, 4, 7, 4, 3, 3, 3, 4, 2, 5, 4, 6, 3, 6, 4, 4, 3, 3, 5, 3, 2, 2, 2, 3, 4, 2, 5, 6, 4, 6, 4, 3, 3, 4, 4, 4, 2, 2, 4, 6, 2, 2, 3] | | 0.7606 | 36.0 | 900 | 3.8 | 0.7074 | [5, 4, 4, 5, 4, 3, 3, 2, 4, 7, 2, 2, 4, 2, 3, 2, 2, 3, 4, 3, 3, 2, 4, 4, 2, 3, 2, 3, 7, 4, 7, 3, 3, 6, 6, 4, 7, 4, 5, 3, 7, 2, 2, 6, 4, 4, 4, 6, 2, 4, 7, 4, 3, 5, 3, 3, 4, 2, 2, 2, 4, 2, 5, 4, 4, 4, 6, 4, 5, 6, 3, 3, 4, 2, 2, 4, 2, 7, 2, 7, 6, 4, 5, 2, 2, 4, 4, 5, 4, 4, 2, 7, 3, 2, 4, 2, 3, 2, 4, 6, 2, 4, 3, 2, 3, 2, 7, 2, 2, 2, 7, 4, 3, 2, 4, 4, 5, 5, 3, 2, 3, 7, 3, 3, 4, 3, 3, 7, 3, 2, 4, 3, 4, 4, 2, 7, 3, 4, 7, 2, 4, 5, 4, 5, 2, 6, 6, 5, 7, 2, 3, 4, 3, 7, 4, 6, 6, 4, 3, 2, 5, 7, 4, 7, 3, 7, 5, 4, 3, 2, 3, 2, 7, 3, 3, 2, 2, 3, 7, 4, 2, 3, 2, 5, 7, 7, 2, 4, 2, 7, 4, 2, 2, 3, 5, 4, 5, 7, 4, 2, 2, 3, 3, 2, 4, 4, 2, 7, 5, 3, 4, 4, 2, 4, 3, 4, 3, 3, 4, 2, 3, 4, 2, 3, 7, 5, 3, 7, 3, 2, 2, 5, 2, 4, 5, 2, 3, 2, 2, 3, 4, 3, 2, 2, 5, 3, 3, 6, 7, 6, 2, 4, 5, 3, 2, 2, 2, 4, 3, 4, 4, 2, 6, 4, 2, 6, 2, 3, 3, 3, 3, 3, 4, 3, 4, 4, 3, 2, 5, 2, 4, 7, 3, 7, 7, 3, 3, 4, 4, 3, 4, 3, 2, 4, 2, 5, 4, 4, 3, 3, 3, 5, 4, 4, 6, 4, 4, 4, 7, 3, 7, 4, 3, 3, 4, 7, 3, 3, 4, 4, 4, 6, 3, 3, 4, 3, 4, 3, 4, 4, 5, 4, 4, 4, 7, 4, 3, 3, 3, 4, 2, 5, 4, 6, 3, 6, 4, 4, 3, 3, 5, 3, 2, 2, 2, 3, 4, 2, 5, 6, 4, 6, 4, 3, 3, 4, 4, 4, 2, 2, 4, 6, 2, 2, 3] | | 0.7456 | 37.0 | 925 | 3.7893 | 0.7084 | [5, 4, 4, 5, 4, 3, 3, 2, 4, 7, 2, 2, 4, 2, 3, 2, 2, 3, 4, 3, 3, 2, 4, 3, 2, 3, 2, 3, 7, 4, 7, 3, 3, 6, 6, 4, 7, 4, 5, 3, 7, 2, 2, 6, 4, 4, 4, 6, 2, 4, 7, 4, 3, 5, 3, 3, 4, 2, 2, 2, 4, 2, 5, 3, 4, 4, 6, 4, 5, 6, 3, 3, 4, 2, 2, 4, 2, 7, 2, 7, 6, 4, 5, 2, 2, 4, 4, 5, 4, 4, 2, 7, 3, 2, 4, 2, 3, 2, 4, 6, 2, 4, 3, 2, 3, 2, 7, 2, 2, 2, 7, 4, 3, 2, 4, 4, 5, 5, 3, 2, 3, 7, 3, 3, 4, 3, 3, 7, 3, 2, 4, 3, 4, 4, 2, 7, 3, 4, 7, 2, 4, 5, 4, 5, 2, 6, 6, 5, 7, 2, 3, 4, 3, 7, 4, 6, 6, 3, 3, 2, 5, 7, 4, 7, 3, 7, 5, 4, 3, 2, 3, 2, 7, 3, 3, 2, 2, 3, 7, 4, 2, 3, 2, 5, 7, 7, 2, 4, 2, 7, 4, 2, 2, 3, 5, 4, 5, 7, 4, 2, 2, 3, 3, 2, 4, 4, 2, 7, 5, 3, 4, 4, 2, 4, 3, 4, 3, 3, 4, 2, 3, 4, 2, 3, 7, 5, 3, 7, 3, 2, 2, 5, 2, 4, 5, 2, 3, 2, 2, 3, 4, 3, 2, 2, 5, 3, 3, 6, 7, 6, 2, 4, 5, 3, 2, 2, 2, 4, 3, 4, 4, 2, 6, 4, 2, 6, 2, 3, 3, 3, 3, 3, 4, 3, 4, 4, 3, 2, 5, 2, 4, 7, 3, 7, 7, 3, 3, 4, 4, 3, 4, 3, 2, 4, 2, 5, 4, 4, 3, 3, 3, 5, 4, 4, 6, 4, 4, 4, 7, 3, 7, 4, 3, 3, 4, 7, 3, 3, 4, 4, 4, 6, 3, 3, 4, 3, 4, 3, 4, 4, 5, 4, 4, 4, 7, 4, 3, 3, 3, 4, 2, 5, 4, 6, 3, 6, 4, 4, 3, 2, 5, 3, 2, 2, 2, 3, 4, 2, 5, 6, 4, 6, 4, 3, 3, 4, 4, 4, 2, 2, 4, 6, 2, 2, 3] | | 0.7546 | 38.0 | 950 | 3.8 | 0.7101 | [5, 4, 4, 5, 4, 3, 3, 2, 4, 7, 2, 2, 4, 2, 3, 2, 2, 3, 4, 3, 3, 2, 4, 4, 2, 3, 2, 3, 7, 4, 7, 3, 3, 6, 6, 4, 7, 4, 5, 3, 7, 2, 2, 6, 4, 4, 4, 6, 2, 4, 7, 4, 3, 5, 3, 3, 4, 2, 2, 2, 4, 2, 5, 4, 4, 4, 6, 4, 5, 6, 3, 3, 4, 2, 2, 4, 2, 7, 2, 7, 6, 4, 5, 2, 2, 4, 4, 5, 4, 4, 2, 7, 3, 2, 4, 2, 3, 2, 4, 6, 2, 4, 3, 2, 3, 2, 7, 2, 2, 2, 7, 4, 3, 2, 4, 4, 5, 5, 3, 2, 3, 7, 3, 3, 4, 3, 3, 7, 3, 2, 4, 3, 4, 4, 2, 7, 3, 4, 7, 2, 4, 5, 4, 5, 2, 6, 6, 5, 7, 2, 3, 4, 3, 7, 4, 6, 6, 4, 3, 2, 5, 7, 4, 7, 3, 7, 5, 4, 3, 2, 3, 2, 7, 3, 3, 2, 2, 3, 7, 4, 2, 3, 2, 5, 7, 7, 2, 4, 2, 7, 4, 2, 2, 3, 5, 4, 5, 7, 4, 2, 2, 3, 3, 2, 4, 4, 2, 7, 5, 3, 4, 4, 2, 4, 3, 4, 3, 3, 4, 2, 3, 4, 2, 3, 7, 5, 3, 7, 3, 2, 2, 5, 2, 4, 5, 2, 3, 2, 2, 3, 4, 3, 2, 2, 5, 3, 3, 6, 7, 6, 2, 4, 5, 3, 2, 2, 2, 4, 3, 4, 4, 2, 6, 4, 2, 6, 2, 3, 3, 3, 3, 3, 4, 3, 4, 4, 3, 2, 5, 2, 4, 7, 3, 7, 7, 3, 3, 4, 4, 3, 4, 3, 2, 4, 2, 5, 4, 4, 3, 3, 3, 5, 4, 4, 6, 4, 4, 4, 7, 3, 7, 4, 3, 3, 4, 7, 3, 3, 4, 4, 4, 6, 3, 3, 4, 3, 4, 3, 4, 4, 5, 4, 4, 4, 7, 4, 3, 3, 3, 4, 2, 5, 4, 6, 3, 6, 4, 4, 3, 3, 5, 3, 2, 2, 2, 3, 4, 2, 5, 6, 4, 6, 4, 3, 3, 4, 4, 4, 2, 2, 4, 6, 2, 2, 3] | | 0.7438 | 39.0 | 975 | 3.8 | 0.7106 | [5, 4, 4, 5, 4, 3, 3, 2, 4, 7, 2, 2, 4, 2, 3, 2, 2, 3, 4, 3, 3, 2, 4, 4, 2, 3, 2, 3, 7, 4, 7, 3, 3, 6, 6, 4, 7, 4, 5, 3, 7, 2, 2, 6, 4, 4, 4, 6, 2, 4, 7, 4, 3, 5, 3, 3, 4, 2, 2, 2, 4, 2, 5, 4, 4, 4, 6, 4, 5, 6, 3, 3, 4, 2, 2, 4, 2, 7, 2, 7, 6, 4, 5, 2, 2, 4, 4, 5, 4, 4, 2, 7, 3, 2, 4, 2, 3, 2, 4, 6, 2, 4, 3, 2, 3, 2, 7, 2, 2, 2, 7, 4, 3, 2, 4, 4, 5, 5, 3, 2, 3, 7, 3, 3, 4, 3, 3, 7, 3, 2, 4, 3, 4, 4, 2, 7, 3, 4, 7, 2, 4, 5, 4, 5, 2, 6, 6, 5, 7, 2, 3, 4, 3, 7, 4, 6, 6, 4, 3, 2, 5, 7, 4, 7, 3, 7, 5, 4, 3, 2, 3, 2, 7, 3, 3, 2, 2, 3, 7, 4, 2, 3, 2, 5, 7, 7, 2, 4, 2, 7, 4, 2, 2, 3, 5, 4, 5, 7, 4, 2, 2, 3, 3, 2, 4, 4, 2, 7, 5, 3, 4, 4, 2, 4, 3, 4, 3, 3, 4, 2, 3, 4, 2, 3, 7, 5, 3, 7, 3, 2, 2, 5, 2, 4, 5, 2, 3, 2, 2, 3, 4, 3, 2, 2, 5, 3, 3, 6, 7, 6, 2, 4, 5, 3, 2, 2, 2, 4, 3, 4, 4, 2, 6, 4, 2, 6, 2, 3, 3, 3, 3, 3, 4, 3, 4, 4, 3, 2, 5, 2, 4, 7, 3, 7, 7, 3, 3, 4, 4, 3, 4, 3, 2, 4, 2, 5, 4, 4, 3, 3, 3, 5, 4, 4, 6, 4, 4, 4, 7, 3, 7, 4, 3, 3, 4, 7, 3, 3, 4, 4, 4, 6, 3, 3, 4, 3, 4, 3, 4, 4, 5, 4, 4, 4, 7, 4, 3, 3, 3, 4, 2, 5, 4, 6, 3, 6, 4, 4, 3, 3, 5, 3, 2, 2, 2, 3, 4, 2, 5, 6, 4, 6, 4, 3, 3, 4, 4, 4, 2, 2, 4, 6, 2, 2, 3] | | 0.7363 | 40.0 | 1000 | 3.6693 | 0.7085 | [5, 4, 4, 5, 3, 3, 3, 2, 4, 7, 2, 2, 4, 2, 3, 2, 2, 3, 4, 3, 3, 2, 3, 3, 2, 3, 2, 3, 7, 4, 7, 3, 3, 6, 6, 4, 7, 4, 5, 2, 7, 2, 2, 6, 4, 3, 4, 6, 2, 3, 7, 3, 2, 5, 2, 3, 4, 2, 2, 2, 4, 2, 5, 4, 4, 4, 6, 3, 5, 6, 3, 3, 4, 2, 2, 4, 2, 7, 2, 7, 6, 4, 5, 2, 2, 3, 4, 5, 4, 3, 2, 7, 3, 2, 4, 2, 3, 2, 4, 6, 2, 3, 3, 2, 3, 2, 7, 2, 2, 2, 7, 4, 3, 2, 4, 4, 5, 5, 3, 2, 3, 7, 3, 3, 4, 3, 3, 7, 3, 2, 4, 3, 4, 4, 2, 6, 3, 4, 7, 2, 4, 5, 4, 5, 2, 6, 6, 5, 7, 2, 3, 4, 3, 7, 3, 6, 6, 4, 3, 2, 5, 7, 3, 6, 3, 6, 4, 4, 3, 2, 3, 2, 7, 3, 3, 2, 2, 2, 7, 4, 2, 3, 2, 5, 7, 7, 2, 4, 2, 7, 4, 2, 2, 3, 5, 4, 5, 7, 4, 2, 2, 3, 2, 2, 4, 4, 2, 7, 5, 3, 4, 4, 2, 4, 3, 4, 3, 3, 4, 2, 2, 4, 2, 3, 7, 5, 3, 7, 2, 2, 2, 4, 2, 4, 5, 2, 3, 2, 2, 2, 3, 2, 2, 2, 5, 3, 3, 6, 6, 6, 2, 4, 5, 2, 2, 2, 2, 3, 3, 4, 3, 2, 6, 4, 2, 6, 2, 3, 3, 3, 3, 3, 3, 3, 4, 4, 3, 2, 5, 2, 4, 7, 3, 7, 7, 3, 3, 4, 4, 2, 3, 3, 2, 4, 2, 5, 4, 4, 3, 3, 3, 5, 4, 4, 6, 4, 4, 3, 7, 3, 7, 4, 3, 3, 4, 7, 2, 3, 4, 4, 3, 6, 3, 3, 4, 3, 3, 2, 4, 4, 5, 4, 4, 3, 7, 3, 2, 3, 3, 4, 2, 5, 4, 6, 2, 6, 4, 3, 3, 2, 5, 3, 2, 2, 2, 3, 4, 2, 5, 6, 3, 5, 4, 3, 3, 3, 4, 4, 2, 2, 4, 6, 2, 2, 2] | ### Framework versions - Transformers 4.34.0 - Pytorch 2.1.0+cu121 - Datasets 2.6.1 - Tokenizers 0.14.1