--- license: apache-2.0 base_model: google/t5-v1_1-large tags: - generated_from_trainer model-index: - name: Sentiment-google-t5-v1_1-large-intra_model-frequency-human_annots_str_mse results: [] --- # Sentiment-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](https://huggingface.co/google/t5-v1_1-large) on the None dataset. It achieves the following results on the evaluation set: - Train Loss: 4.3073 - Loss: 1.3350 - Losses: [3, 5, 4, 5, 5, 5, 4, 6, 2, 3, 3, 5, 3, 5, 2, 6, 5, 5, 6, 2, 4, 4, 3, 3, 6, 4, 5, 3, 5, 5, 5, 5, 5, 7, 4, 5, 4, 4, 5, 6, 5, 2, 5, 3, 4, 3, 5, 6, 4, 3, 3, 6, 5, 5, 3, 5, 4, 2, 3, 6, 4, 5, 6, 4, 5, 6, 2, 5, 3, 5, 6, 5, 4, 2, 5, 4, 5, 5, 5, 6, 6, 3, 4, 5, 5, 5, 3, 6, 6, 5, 5, 4, 6, 3, 2, 5, 5, 5, 2, 3, 6, 4, 5, 6, 6, 4, 5, 6, 4, 5, 3, 5, 5, 3, 5, 5, 5, 5, 3, 4, 6, 5, 4, 13, 5, 4, 6, 4, 4, 6, 3, 3, 6, 6, 3, 2, 6, 5, 4, 3, 4, 5, 6, 2, 2, 4, 3, 5, 4, 4, 3, 2, 3, 5, 6, 3, 3, 4, 2, 4, 5, 6, 4, 3, 4, 5, 4, 4, 4, 5, 4, 5, 6, 6, 3, 6, 3, 2, 4, 5, 5, 2, 4, 3, 25, 3, 3, 6, 6, 4, 5, 6, 5, 3, 5, 6, 5, 3, 4, 4, 5, 2, 3, 5, 5, 2, 3, 4, 5, 6, 2, 5, 3, 3, 2, 3, 5, 3, 5, 4, 2, 5, 3, 5, 5, 5, 5, 5, 5, 2, 4, 3, 4, 5, 5, 2, 5, 4, 5, 4, 6, 3, 5, 2, 3, 6, 4, 4, 5, 5, 3, 6, 4, 6, 6, 6, 5, 4, 4, 5, 5, 3, 2, 5, 2, 5, 4, 5, 3, 4, 2, 3, 5, 5, 2, 4, 5, 5, 6, 5, 3, 4, 5, 5, 3, 2, 2, 5, 4, 3, 3, 6, 5, 4, 6, 3, 5, 2, 3, 3, 4, 3, 3, 5, 3, 4, 2, 3, 3, 4, 4, 6, 5, 2, 3, 6, 4, 4, 4, 2, 2, 4, 2, 3, 4, 2, 2, 5, 4, 4, 4, 6, 5, 4, 5, 5, 3, 14, 2, 4, 18, 3, 3, 3, 3, 6, 5, 29, 5, 4, 4, 3, 4, 4, 6, 5, 4, 3, 4, 5, 5, 2, 4, 4, 4, 4, 4, 5, 6, 3, 5, 2, 4, 6, 5, 6, 5, 5, 2, 3, 6, 5, 5, 5, 3, 3, 3, 3, 6, 3, 5, 3, 5, 6, 4, 4, 4, 6, 6, 4, 3, 6, 5, 4, 3, 4, 4, 3, 5, 5, 6, 6, 5, 3, 5, 5, 3, 4, 6, 5, 6, 5, 6, 3, 4, 6, 3, 4, 5, 4, 4, 6, 5, 5, 6, 4, 5, 3, 5, 3, 3, 5, 3, 6, 4, 4, 3, 2, 3, 2, 3, 6, 4, 4, 5, 6, 7, 5, 6, 4, 6, 3, 5, 4, 4, 4, 4, 4, 14, 2, 3, 4, 6, 5, 3, 4, 5, 3, 4, 6, 5, 5, 2, 3, 3, 4, 3, 6, 2, 6, 6, 6, 2, 6, 4, 4, 3, 3, 6, 3, 2, 5, 2, 4, 3, 4, 5, 5, 4, 5, 5, 7, 4, 5, 5, 5, 3, 6, 6, 4, 5, 3, 5, 5, 4, 4, 3, 3, 4, 5, 4, 6, 5, 3, 4, 5, 2, 6, 5, 2, 3, 5, 4, 5, 2, 5, 6, 5, 6, 3, 2, 5, 3, 2, 4, 2, 4, 6, 3, 4, 3, 3, 3, 4, 5, 2, 4, 5, 4, 5, 4, 3, 3, 4, 5, 5, 3, 5, 3, 2, 5, 5, 4, 5, 5, 6, 3, 4, 6, 3, 3, 4, 4, 3, 3, 3, 4, 3, 5, 4, 3, 2, 3, 4, 2, 3, 5, 6, 4, 5, 6, 2, 4, 6, 4, 4, 3, 3, 5, 3, 5, 5, 2, 4, 5, 5, 4, 6, 2, 5, 5, 3, 5, 3, 4, 6, 3, 2, 5, 4, 5, 6, 5, 5, 3, 6, 5, 5, 5, 6, 4, 3, 5, 3, 5, 6, 2, 3, 5, 5, 4, 6, 3, 5, 4, 4, 3, 4, 6, 5, 5, 3, 5, 4, 5, 5, 3, 5, 3, 3, 5, 3, 2, 5, 4, 3, 5, 5, 4, 6, 3, 2, 2, 5, 2, 5, 4, 3, 5, 2, 2, 5, 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 | 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| 20.9635 | 1.0 | 44 | 8.5938 | 23.8883 | [6, 7, 7, 7, 6, 8, 7, 7, 7, 6, 12, 12, 6, 7, 8, 8, 7, 6, 9, 11, 8, 7, 11, 6, 7, 11, 8, 9, 6, 11, 7, 7, 7, 7, 7, 16, 9, 8, 9, 8, 7, 7, 11, 11, 7, 12, 8, 8, 8, 28, 7, 7, 6, 13, 7, 15, 8, 8, 7, 8, 7, 13, 8, 8, 8, 13, 7, 11, 6, 13, 8, 8, 6, 7, 8, 7, 8, 8, 7, 6, 8, 8, 8, 7, 8, 7, 11, 10, 7, 7, 7, 11, 9, 6, 8, 12, 7, 15, 8, 8, 7, 10, 11, 7, 6, 8, 6, 5, 15, 7, 6, 13, 8, 8, 8, 8, 7, 7, 8, 6, 7, 12, 8, 11, 14, 7, 11, 8, 10, 7, 12, 16, 6, 6, 8, 11, 7, 11, 7, 15, 6, 8, 12, 7, 8, 17, 7, 6, 8, 10, 6, 6, 7, 20, 20, 9, 7, 11, 7, 9, 11, 8, 7, 6, 7, 11, 8, 8, 8, 10, 22, 9, 6, 6, 6, 14, 8, 11, 8, 11, 8, 7, 7, 8, 14, 8, 11, 8, 9, 6, 6, 8, 8, 8, 6, 10, 8, 8, 8, 10, 8, 11, 11, 6, 8, 6, 6, 7, 9, 6, 6, 8, 20, 9, 8, 7, 12, 8, 11, 8, 8, 6, 6, 8, 7, 9, 8, 7, 5, 8, 13, 7, 6, 7, 8, 10, 6, 11, 11, 6, 27, 8, 13, 6, 14, 8, 9, 7, 9, 11, 8, 11, 6, 7, 6, 11, 7, 7, 7, 9, 8, 35, 11, 16, 8, 8, 8, 8, 8, 8, 8, 7, 6, 8, 6, 12, 7, 12, 8, 7, 7, 11, 18, 6, 7, 6, 6, 10, 6, 7, 11, 6, 7, 9, 6, 9, 8, 16, 12, 6, 6, 7, 10, 6, 6, 8, 6, 8, 8, 8, 8, 9, 8, 7, 6, 9, 8, 12, 8, 7, 6, 14, 6, 8, 8, 8, 6, 7, 11, 6, 7, 10, 6, 11, 10, 7, 7, 7, 5, 8, 6, 8, 6, 13, 6, 10, 8, 8, 8, 8, 7, 8, 7, 8, 8, 11, 8, 7, 7, 7, 8, 7, 11, 20, 8, 10, 6, 7, 8, 7, 11, 6, 7, 11, 8, 14, 10, 7, 11, 7, 7, 8, 7, 11, 6, 6, 7, 6, 7, 6, 6, 7, 7, 7, 7, 7, 8, 9, 7, 8, 8, 7, 13, 6, 11, 7, 9, 14, 26, 12, 14, 8, 9, 7, 21, 12, 10, 7, 22, 11, 12, 12, 6, 10, 6, 7, 7, 6, 11, 7, 7, 9, 8, 7, 9, 8, 6, 6, 6, 6, 5, 17, 7, 7, 6, 6, 27, 7, 7, 7, 8, 11, 11, 6, 22, 12, 6, 6, 10, 11, 7, 7, 6, 6, 15, 11, 13, 6, 6, 12, 7, 6, 6, 6, 8, 7, 8, 10, 8, 6, 6, 6, 12, 7, 8, 8, 8, 7, 7, 7, 8, 7, 7, 8, 22, 7, 7, 6, 6, 7, 8, 10, 9, 8, 8, 10, 9, 6, 10, 8, 14, 9, 6, 6, 8, 11, 8, 5, 8, 6, 8, 8, 6, 9, 8, 6, 7, 11, 13, 10, 7, 6, 8, 10, 7, 7, 7, 7, 7, 8, 6, 11, 8, 6, 6, 11, 8, 7, 7, 8, 11, 8, 8, 8, 7, 8, 8, 6, 8, 6, 8, 6, 13, 8, 7, 7, 6, 9, 7, 7, 6, 5, 7, 7, 7, 7, 8, 7, 11, 11, 8, 8, 15, 7, 8, 10, 6, 11, 8, 6, 8, 8, 11, 17, 8, 8, 9, 8, 8, 11, 6, 7, 8, 8, 6, 8, 8, 7, 8, 6, 6, 11, 8, 6, 8, 9, 7, 7, 8, 11, 8, 11, 6, 6, 6, 10, 11, 8, 11, 11, 8, 6, 8, 6, 6, 10, 8, 5, 8, 10, 7, 11, 8, 11, 8, 8, 7, 6, 11, 12, 8, 8, 7, 9, 11, 5, 6, 8, 7, 6, 7, 8, 6, 8, 9, 7, 8, 6, 7, 8, 9, 8, 8, 10, 6, 10, 8, 10, 6, 12, 17, 8, 7, 7, 8, 5, 6, 36, 10, 6, 6, 8, 7, 7, 6, 7, 22, 6, 7, 6, 8, 16, 7, 7] | | 18.7373 | 2.0 | 88 | 8.4545 | 18.2079 | [6, 7, 7, 7, 6, 8, 9, 7, 7, 7, 12, 11, 6, 7, 8, 8, 7, 6, 9, 11, 8, 7, 11, 7, 7, 8, 8, 9, 6, 11, 7, 7, 7, 7, 8, 16, 9, 8, 9, 8, 6, 7, 7, 11, 7, 7, 8, 8, 8, 28, 8, 6, 6, 13, 7, 15, 8, 8, 7, 7, 7, 13, 8, 8, 8, 13, 7, 11, 6, 13, 8, 8, 6, 7, 8, 7, 8, 7, 9, 6, 8, 8, 8, 7, 8, 7, 11, 10, 7, 7, 7, 11, 9, 6, 8, 12, 7, 15, 8, 8, 7, 10, 11, 7, 6, 8, 6, 6, 15, 7, 15, 13, 5, 8, 8, 8, 7, 7, 8, 6, 7, 12, 8, 11, 14, 10, 11, 8, 10, 6, 12, 16, 6, 6, 8, 11, 7, 11, 7, 15, 6, 8, 12, 7, 8, 17, 7, 6, 8, 10, 6, 6, 7, 6, 6, 9, 7, 11, 7, 9, 14, 8, 7, 6, 13, 11, 8, 8, 9, 10, 22, 9, 6, 6, 6, 14, 8, 11, 8, 11, 8, 7, 8, 8, 14, 8, 11, 8, 9, 6, 6, 8, 8, 8, 6, 10, 8, 8, 7, 10, 8, 11, 11, 6, 8, 6, 7, 7, 9, 6, 6, 8, 20, 9, 8, 7, 13, 7, 14, 8, 8, 6, 6, 8, 7, 9, 8, 7, 5, 8, 13, 7, 6, 7, 8, 10, 6, 8, 7, 6, 9, 8, 13, 6, 14, 8, 9, 7, 9, 14, 8, 11, 6, 7, 6, 13, 7, 7, 7, 9, 8, 7, 14, 16, 8, 6, 8, 8, 8, 8, 8, 7, 6, 8, 6, 12, 7, 12, 8, 6, 7, 11, 15, 6, 7, 6, 6, 10, 6, 6, 11, 6, 24, 9, 6, 9, 8, 16, 19, 6, 6, 7, 10, 6, 9, 8, 6, 8, 8, 7, 8, 9, 8, 9, 6, 9, 8, 12, 8, 7, 6, 14, 6, 8, 8, 8, 6, 7, 11, 6, 6, 7, 6, 9, 10, 7, 7, 7, 6, 8, 6, 6, 6, 13, 15, 10, 11, 8, 8, 8, 7, 8, 7, 8, 8, 11, 6, 7, 7, 7, 8, 7, 11, 6, 8, 10, 6, 7, 8, 7, 11, 7, 7, 11, 8, 14, 10, 7, 11, 7, 7, 8, 7, 11, 6, 6, 7, 6, 6, 6, 6, 8, 7, 6, 7, 7, 8, 9, 7, 8, 8, 7, 13, 6, 11, 7, 18, 14, 7, 8, 14, 8, 9, 7, 21, 11, 10, 7, 22, 11, 12, 12, 6, 10, 7, 7, 7, 6, 11, 7, 7, 9, 7, 7, 9, 8, 6, 6, 6, 6, 5, 17, 7, 7, 6, 6, 9, 7, 7, 7, 8, 11, 11, 6, 7, 12, 6, 6, 9, 9, 7, 7, 6, 7, 10, 8, 13, 6, 6, 12, 7, 6, 6, 6, 8, 7, 8, 10, 8, 6, 6, 6, 12, 7, 8, 8, 9, 7, 7, 7, 8, 7, 7, 8, 15, 7, 7, 6, 6, 7, 8, 10, 9, 8, 8, 10, 9, 6, 10, 8, 16, 9, 6, 7, 8, 11, 8, 5, 8, 6, 8, 8, 6, 9, 8, 6, 7, 11, 13, 10, 8, 6, 8, 10, 6, 7, 7, 7, 7, 8, 6, 11, 8, 6, 7, 8, 8, 7, 7, 8, 9, 8, 8, 8, 15, 8, 8, 6, 8, 7, 8, 6, 13, 8, 6, 7, 6, 9, 7, 7, 6, 5, 9, 7, 7, 9, 8, 7, 11, 8, 8, 7, 15, 7, 8, 10, 6, 11, 8, 7, 8, 11, 11, 17, 7, 8, 9, 8, 8, 11, 6, 7, 8, 8, 6, 8, 8, 7, 8, 6, 6, 11, 8, 6, 8, 9, 7, 7, 8, 11, 8, 11, 6, 6, 6, 7, 11, 8, 11, 11, 7, 8, 8, 6, 9, 10, 8, 5, 8, 6, 7, 11, 8, 11, 7, 8, 7, 6, 8, 12, 10, 8, 7, 9, 11, 5, 6, 8, 7, 6, 7, 8, 6, 8, 9, 7, 8, 6, 7, 8, 9, 8, 8, 10, 6, 10, 8, 10, 6, 12, 17, 7, 13, 7, 8, 5, 6, 36, 10, 7, 6, 11, 7, 7, 6, 8, 22, 6, 7, 6, 8, 16, 7, 7] | | 13.9181 | 3.0 | 132 | 8.4347 | 11.7903 | [6, 7, 7, 7, 6, 8, 9, 7, 6, 7, 12, 7, 6, 7, 8, 8, 7, 6, 9, 11, 7, 7, 11, 6, 7, 8, 9, 9, 6, 11, 7, 6, 7, 6, 8, 16, 9, 8, 9, 7, 6, 6, 7, 11, 7, 7, 6, 8, 8, 28, 7, 9, 7, 13, 7, 15, 8, 8, 7, 8, 6, 13, 7, 8, 6, 13, 7, 11, 6, 13, 8, 6, 6, 7, 8, 7, 8, 7, 9, 6, 8, 8, 6, 7, 8, 7, 16, 10, 7, 7, 14, 8, 7, 6, 8, 12, 7, 15, 6, 8, 7, 10, 11, 7, 6, 8, 6, 6, 15, 7, 15, 13, 18, 8, 8, 8, 7, 7, 8, 6, 7, 12, 8, 11, 14, 7, 11, 8, 10, 6, 12, 16, 6, 6, 8, 11, 7, 11, 7, 15, 6, 7, 12, 7, 8, 19, 7, 6, 8, 11, 6, 6, 7, 6, 6, 6, 7, 11, 7, 9, 14, 8, 7, 14, 7, 11, 8, 6, 10, 10, 22, 9, 6, 6, 6, 14, 6, 11, 8, 11, 8, 7, 8, 8, 11, 6, 11, 6, 7, 6, 7, 8, 10, 8, 6, 10, 8, 8, 7, 10, 8, 11, 11, 6, 8, 6, 7, 7, 9, 6, 6, 8, 20, 9, 6, 6, 7, 7, 6, 8, 8, 6, 6, 8, 7, 9, 8, 7, 7, 6, 15, 7, 6, 9, 8, 26, 6, 8, 7, 6, 9, 8, 13, 6, 14, 8, 9, 7, 11, 6, 8, 11, 7, 6, 6, 14, 7, 7, 8, 9, 8, 10, 14, 16, 7, 6, 8, 8, 8, 8, 8, 7, 6, 8, 6, 12, 7, 12, 6, 6, 7, 7, 18, 6, 7, 11, 6, 10, 7, 9, 11, 6, 4, 7, 7, 9, 6, 16, 19, 6, 6, 7, 10, 6, 9, 6, 8, 7, 6, 7, 6, 9, 8, 9, 6, 9, 8, 12, 9, 7, 6, 26, 6, 8, 8, 8, 6, 7, 10, 6, 6, 7, 6, 9, 7, 7, 7, 7, 6, 8, 6, 9, 6, 13, 15, 10, 11, 7, 8, 8, 7, 8, 7, 8, 8, 11, 6, 7, 7, 7, 8, 7, 11, 6, 8, 7, 7, 7, 8, 7, 11, 6, 7, 6, 8, 14, 26, 7, 11, 7, 7, 8, 7, 11, 6, 6, 7, 6, 6, 6, 7, 8, 7, 6, 7, 11, 8, 9, 7, 8, 8, 7, 13, 6, 11, 7, 15, 8, 7, 12, 11, 8, 9, 7, 21, 7, 10, 8, 22, 11, 12, 12, 6, 10, 7, 7, 7, 6, 11, 7, 7, 9, 7, 7, 9, 8, 6, 6, 6, 6, 5, 17, 7, 7, 6, 6, 9, 7, 7, 7, 8, 8, 11, 6, 22, 12, 6, 6, 7, 9, 7, 7, 6, 6, 11, 8, 13, 6, 6, 12, 8, 6, 6, 6, 7, 7, 7, 10, 8, 6, 7, 7, 12, 7, 8, 8, 9, 7, 7, 7, 8, 7, 7, 8, 22, 7, 7, 7, 6, 8, 8, 10, 10, 8, 8, 10, 9, 6, 10, 8, 16, 9, 6, 12, 8, 11, 8, 5, 8, 6, 8, 8, 7, 7, 8, 6, 7, 11, 13, 10, 7, 6, 8, 10, 6, 6, 6, 7, 7, 8, 6, 11, 6, 6, 7, 6, 8, 7, 7, 14, 9, 8, 8, 7, 7, 6, 8, 6, 8, 7, 8, 6, 13, 8, 6, 7, 6, 9, 7, 6, 6, 6, 9, 7, 7, 9, 8, 7, 11, 8, 8, 7, 15, 7, 8, 10, 6, 11, 8, 7, 8, 11, 11, 19, 8, 8, 6, 8, 7, 7, 6, 7, 8, 8, 6, 8, 7, 7, 8, 6, 7, 8, 8, 6, 11, 8, 7, 7, 8, 8, 8, 11, 6, 6, 6, 7, 11, 8, 11, 11, 7, 8, 7, 6, 6, 10, 8, 6, 8, 6, 7, 6, 11, 11, 7, 8, 7, 6, 12, 12, 10, 8, 7, 9, 7, 5, 7, 8, 7, 6, 7, 8, 6, 8, 9, 7, 8, 6, 7, 11, 9, 8, 8, 10, 6, 10, 6, 10, 6, 12, 17, 6, 7, 7, 8, 5, 6, 36, 10, 7, 7, 11, 7, 7, 6, 8, 22, 8, 7, 12, 8, 16, 7, 7] | | 10.9123 | 4.0 | 176 | 8.0611 | 10.8783 | [7, 7, 7, 17, 6, 7, 6, 6, 7, 16, 12, 7, 6, 7, 7, 8, 6, 7, 9, 10, 6, 7, 7, 6, 7, 6, 6, 7, 6, 11, 7, 7, 7, 6, 7, 16, 9, 7, 9, 14, 6, 7, 7, 11, 7, 26, 7, 8, 7, 9, 7, 9, 6, 13, 7, 10, 13, 8, 7, 6, 6, 10, 7, 7, 7, 13, 7, 11, 7, 13, 8, 6, 6, 7, 7, 7, 7, 7, 9, 6, 8, 8, 6, 7, 8, 7, 16, 8, 6, 7, 14, 7, 7, 7, 7, 7, 7, 15, 6, 6, 7, 10, 11, 6, 6, 8, 6, 6, 11, 15, 11, 13, 18, 7, 8, 8, 7, 6, 6, 6, 14, 12, 8, 7, 6, 7, 11, 8, 8, 6, 6, 16, 16, 6, 7, 11, 7, 11, 7, 15, 6, 8, 12, 7, 7, 1, 7, 6, 3, 11, 6, 7, 7, 6, 6, 6, 7, 7, 7, 9, 7, 11, 6, 14, 7, 7, 6, 6, 6, 10, 22, 9, 7, 13, 8, 9, 6, 7, 13, 11, 6, 7, 7, 9, 11, 8, 7, 6, 6, 6, 7, 8, 10, 8, 6, 10, 11, 6, 6, 10, 6, 11, 11, 6, 7, 7, 13, 7, 13, 6, 6, 8, 20, 12, 6, 6, 7, 7, 6, 8, 8, 9, 6, 7, 7, 9, 7, 10, 7, 6, 15, 7, 6, 9, 6, 26, 7, 6, 7, 7, 9, 6, 9, 6, 14, 6, 9, 7, 11, 6, 4, 11, 7, 6, 6, 7, 7, 7, 7, 7, 7, 6, 7, 6, 6, 8, 7, 11, 8, 8, 6, 15, 6, 8, 7, 12, 7, 12, 6, 7, 7, 7, 7, 6, 7, 11, 6, 7, 7, 6, 11, 6, 4, 7, 7, 9, 6, 16, 19, 6, 6, 7, 11, 6, 9, 6, 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6, 4, 4, 5, 4, 4, 6, 5, 6, 3, 2, 6, 6, 3, 4, 5, 6, 4, 5, 3, 6, 6, 2, 5, 5, 3, 3, 6, 4, 5, 4, 3, 5, 5, 2, 3, 5, 5, 5, 6, 6, 6, 4, 5, 5, 4, 3, 4, 3, 5, 3, 2, 4, 6, 5, 3, 4, 5, 4, 6, 6, 6, 2, 2, 2, 3, 3, 3, 3, 4, 6, 5, 3, 6, 2, 3, 3, 5, 6, 2, 5, 5, 3, 2, 6, 6, 5, 3, 6, 6, 3, 4, 5, 3, 3, 2, 5, 6, 4, 5, 5, 3, 2, 3, 3, 4, 5, 3, 4, 4, 5, 3, 5, 5, 6, 4, 2, 3, 4, 2, 6, 3, 6, 6, 5, 3, 6, 3, 4, 6, 6, 5, 5, 6, 3, 4, 4, 5, 4, 4, 3, 5, 6, 6, 5, 5, 6, 3, 3, 5, 3, 3, 3, 3, 5, 4, 5, 6, 6, 2, 2, 5, 2, 5, 2, 3, 6, 3, 2, 6, 4, 5, 3, 6, 6] | | 1.0062 | 31.0 | 1364 | 4.2543 | 1.0071 | [6, 3, 4, 5, 2, 4, 3, 6, 5, 4, 3, 5, 5, 2, 3, 5, 6, 3, 5, 6, 4, 5, 5, 6, 5, 3, 6, 3, 5, 6, 6, 4, 4, 3, 3, 3, 3, 4, 5, 3, 4, 5, 4, 6, 5, 3, 5, 6, 5, 4, 4, 2, 5, 3, 3, 4, 3, 3, 3, 4, 6, 3, 6, 5, 3, 5, 4, 4, 3, 5, 6, 5, 3, 6, 5, 6, 5, 2, 3, 3, 5, 3, 5, 2, 5, 2, 5, 6, 4, 2, 3, 3, 4, 2, 4, 6, 5, 4, 3, 3, 2, 3, 2, 5, 5, 5, 5, 6, 3, 5, 5, 3, 4, 5, 2, 3, 3, 5, 6, 6, 5, 3, 2, 5, 2, 5, 5, 6, 3, 6, 6, 6, 5, 2, 3, 3, 3, 3, 3, 2, 3, 5, 3, 4, 3, 2, 3, 4, 3, 5, 4, 3, 5, 4, 4, 3, 3, 6, 2, 3, 6, 2, 3, 2, 3, 5, 3, 4, 4, 5, 4, 5, 3, 3, 2, 6, 6, 5, 3, 5, 5, 2, 3, 3, 6, 3, 3, 4, 5, 4, 5, 2, 5, 3, 2, 5, 5, 5, 6, 5, 3, 6, 5, 2, 3, 5, 4, 6, 6, 4, 4, 5, 6, 6, 5, 6, 6, 3, 4, 5, 5, 5, 4, 5, 6, 5, 3, 4, 2, 6, 6, 2, 4, 5, 4, 3, 4, 3, 2, 4, 5, 3, 3, 5, 5, 5, 6, 3, 2, 4, 6, 3, 6, 5, 6, 5, 4, 5, 2, 3, 4, 3, 6, 3, 4, 4, 5, 6, 4, 3, 6, 5, 6, 3, 4, 6, 5, 4, 5, 6, 6, 3, 4, 2, 5, 4, 2, 5, 5, 6, 6, 3, 3, 5, 5, 5, 6, 2, 5, 3, 6, 5, 4, 4, 6, 3, 2, 6, 5, 6, 3, 6, 5, 3, 5, 3, 5, 4, 5, 5, 6, 5, 5, 5, 5, 5, 3, 6, 3, 3, 4, 5, 6, 4, 5, 6, 4, 6, 3, 3, 3, 6, 3, 6, 5, 3, 2, 4, 6, 5, 5, 6, 5, 6, 3, 6, 6, 6, 5, 6, 6, 3, 6, 4, 6, 5, 2, 3, 5, 2, 5, 3, 4, 5, 5, 3, 3, 5, 2, 3, 5, 3, 5, 6, 5, 3, 3, 4, 4, 6, 3, 3, 3, 3, 6, 4, 6, 6, 2, 6, 4, 3, 5, 6, 3, 4, 3, 5, 5, 6, 6, 3, 5, 3, 4, 5, 6, 4, 4, 6, 5, 3, 5, 3, 3, 4, 3, 6, 6, 5, 3, 4, 5, 6, 6, 5, 6, 3, 3, 4, 5, 4, 2, 3, 4, 4, 5, 3, 5, 5, 6, 3, 3, 6, 5, 2, 6, 5, 3, 3, 4, 6, 6, 2, 2, 2, 5, 5, 5, 6, 5, 5, 3, 5, 5, 2, 5, 5, 3, 4, 3, 3, 3, 6, 2, 4, 6, 6, 6, 3, 4, 6, 6, 5, 5, 5, 6, 3, 3, 4, 3, 3, 5, 6, 6, 5, 2, 3, 6, 4, 2, 5, 4, 5, 3, 6, 6, 5, 5, 5, 5, 5, 4, 4, 2, 4, 2, 4, 6, 6, 4, 4, 5, 4, 4, 6, 5, 6, 3, 2, 6, 6, 3, 4, 5, 6, 4, 5, 3, 6, 6, 2, 5, 5, 2, 3, 6, 4, 5, 4, 3, 5, 5, 2, 3, 5, 5, 5, 6, 6, 6, 4, 5, 5, 4, 3, 4, 3, 5, 3, 2, 4, 6, 5, 3, 4, 5, 4, 6, 6, 6, 2, 2, 2, 3, 3, 3, 3, 4, 6, 5, 3, 6, 2, 3, 3, 5, 6, 3, 5, 5, 3, 2, 6, 6, 5, 3, 6, 6, 3, 4, 5, 3, 3, 2, 5, 6, 4, 5, 5, 3, 2, 3, 3, 4, 5, 3, 4, 4, 5, 3, 5, 5, 6, 4, 2, 3, 4, 2, 6, 3, 6, 6, 5, 3, 6, 3, 4, 6, 6, 5, 5, 6, 3, 4, 3, 5, 4, 4, 3, 5, 6, 6, 5, 5, 6, 3, 3, 5, 3, 3, 3, 3, 5, 4, 5, 6, 6, 2, 2, 5, 2, 4, 2, 3, 6, 3, 2, 6, 4, 5, 3, 6, 6] | | 1.0158 | 32.0 | 1408 | 4.2670 | 1.0102 | [6, 3, 4, 6, 2, 4, 3, 6, 5, 4, 3, 5, 5, 2, 3, 5, 6, 3, 5, 6, 4, 5, 5, 6, 5, 3, 6, 3, 5, 6, 6, 4, 4, 3, 3, 3, 3, 4, 5, 3, 4, 5, 4, 6, 5, 3, 5, 6, 5, 4, 4, 2, 5, 3, 3, 4, 3, 3, 3, 4, 6, 3, 6, 5, 3, 5, 4, 4, 3, 5, 6, 5, 3, 6, 5, 6, 5, 2, 3, 3, 5, 3, 5, 2, 5, 3, 5, 6, 4, 2, 3, 3, 4, 2, 4, 6, 5, 4, 3, 3, 3, 3, 2, 5, 5, 5, 5, 6, 3, 5, 5, 3, 4, 5, 2, 3, 3, 5, 6, 6, 5, 3, 2, 5, 2, 5, 5, 6, 3, 5, 6, 6, 5, 2, 3, 3, 3, 3, 3, 2, 3, 5, 3, 4, 3, 2, 4, 4, 2, 5, 4, 3, 5, 4, 4, 3, 3, 6, 2, 3, 6, 2, 3, 2, 3, 5, 3, 4, 4, 5, 4, 5, 3, 3, 2, 6, 6, 5, 3, 5, 5, 2, 3, 3, 6, 3, 3, 4, 5, 4, 5, 2, 5, 3, 2, 5, 5, 5, 6, 5, 3, 6, 5, 2, 2, 5, 4, 6, 6, 4, 4, 5, 6, 6, 5, 6, 6, 3, 4, 5, 5, 5, 4, 5, 6, 5, 3, 4, 3, 6, 6, 2, 4, 5, 4, 3, 4, 3, 2, 4, 5, 3, 3, 5, 5, 5, 6, 3, 2, 4, 6, 3, 6, 5, 6, 5, 4, 5, 2, 3, 4, 3, 6, 3, 4, 4, 5, 6, 4, 3, 6, 5, 6, 3, 4, 6, 5, 4, 5, 6, 6, 3, 6, 2, 5, 4, 2, 5, 5, 6, 6, 3, 3, 5, 5, 5, 6, 2, 5, 3, 6, 5, 4, 4, 6, 3, 2, 6, 5, 6, 3, 6, 5, 3, 5, 3, 5, 4, 5, 5, 6, 5, 5, 5, 5, 5, 3, 6, 3, 3, 4, 5, 6, 4, 5, 6, 4, 6, 3, 3, 3, 6, 3, 6, 5, 3, 2, 4, 6, 5, 5, 6, 5, 6, 3, 6, 6, 6, 5, 6, 6, 3, 6, 4, 6, 5, 2, 3, 5, 2, 5, 3, 4, 5, 5, 3, 3, 5, 2, 3, 5, 3, 5, 6, 5, 3, 4, 4, 4, 6, 3, 3, 3, 3, 6, 4, 6, 6, 2, 6, 4, 3, 5, 6, 3, 4, 3, 5, 5, 6, 6, 3, 5, 3, 4, 5, 6, 4, 4, 6, 5, 3, 5, 3, 3, 4, 3, 6, 6, 5, 3, 4, 5, 6, 6, 5, 6, 3, 3, 4, 5, 4, 2, 3, 4, 4, 5, 4, 5, 5, 6, 3, 3, 6, 5, 2, 6, 5, 3, 3, 4, 6, 6, 2, 2, 2, 5, 5, 5, 6, 5, 5, 3, 5, 5, 3, 5, 5, 3, 4, 3, 3, 3, 6, 2, 4, 6, 6, 6, 3, 4, 6, 6, 5, 5, 5, 6, 3, 3, 4, 3, 3, 5, 6, 6, 5, 2, 3, 6, 4, 2, 5, 4, 5, 3, 6, 6, 5, 5, 5, 5, 5, 4, 4, 2, 4, 2, 4, 6, 6, 4, 4, 5, 4, 4, 6, 5, 6, 3, 2, 6, 6, 3, 4, 5, 6, 4, 5, 3, 6, 6, 2, 5, 5, 3, 3, 6, 4, 5, 4, 3, 5, 5, 2, 3, 5, 5, 5, 6, 6, 6, 4, 5, 5, 4, 3, 4, 3, 5, 3, 2, 4, 6, 5, 3, 4, 5, 4, 6, 6, 6, 2, 2, 2, 3, 3, 3, 3, 4, 6, 5, 3, 6, 2, 3, 3, 5, 6, 2, 5, 5, 3, 2, 6, 6, 5, 3, 6, 6, 3, 4, 5, 3, 3, 2, 5, 6, 4, 5, 5, 3, 2, 3, 3, 4, 5, 3, 4, 4, 5, 3, 5, 5, 6, 4, 2, 3, 4, 2, 6, 3, 6, 6, 5, 3, 6, 3, 4, 6, 6, 5, 5, 6, 3, 4, 4, 5, 4, 4, 3, 5, 6, 6, 5, 5, 6, 3, 3, 5, 3, 3, 3, 3, 5, 4, 5, 6, 6, 2, 2, 5, 2, 5, 2, 3, 6, 3, 2, 6, 4, 5, 3, 6, 6] | ### Framework versions - Transformers 4.34.0 - Pytorch 2.1.0+cu121 - Datasets 2.6.1 - Tokenizers 0.14.1