--- license: apache-2.0 base_model: google/t5-v1_1-large tags: - generated_from_trainer model-index: - name: SChem5Labels-google-t5-v1_1-large-intra_model-frequency-human_annots_str-pairwise-mse results: [] --- # SChem5Labels-google-t5-v1_1-large-intra_model-frequency-human_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: 12.8864 - Loss: 10.7317 - Losses: [18, 9, 11, 11, 9, 9, 13, 8, 9, 9, 9, 14, 9, 9, 11, 9, 9, 25, 9, 8, 42, 17, 9, 16, 25, 9, 14, 9, 42, 12, 14, 9, 9, 9, 9, 9, 28, 13, 16, 14, 8, 9, 9, 13, 7, 9, 12, 9, 9, 15, 22, 15, 12, 9, 9, 12, 12, 12, 12, 9, 25, 8, 9, 25, 9, 12, 12, 12, 9, 17, 8, 9, 25, 9, 20, 9, 10, 9, 8, 42, 11, 9, 23, 9, 11, 9, 12, 19, 12, 13, 25, 18, 20, 17, 21, 9, 12, 9, 13, 20, 15, 8, 9, 9, 15, 8, 9, 9, 15, 12, 14, 42, 8, 12, 12, 16, 12, 10, 9, 9, 9, 15, 11, 10, 18, 9, 23, 11, 13, 9, 12, 9, 7, 9, 21, 12, 9, 9, 13, 12, 8, 9, 19, 8, 9, 13, 9, 14, 8, 9, 8, 9, 13, 13, 25, 13, 22, 12, 8, 8, 12, 9, 9, 8, 25, 12, 11, 9, 9, 8, 25, 10, 14, 9, 9, 10, 9, 20, 25, 12, 13, 9, 16, 14, 9, 12, 9, 13, 12, 42, 11, 13, 9, 28, 25, 9, 9, 9, 12, 14, 13, 9, 17, 12, 25, 12, 9, 9, 9, 9, 9, 9, 13, 9, 9, 9, 19, 9, 26, 9, 12, 10, 19, 11, 15, 13, 12, 9, 12, 13, 11, 12, 9, 10, 12, 11, 21, 9, 23, 10, 15, 12, 9, 10, 17, 14, 12, 9, 18, 9, 22, 17, 12, 9, 10, 9, 12, 12, 14, 9, 7, 8, 18, 17, 9, 9, 12, 18, 12, 9, 9, 13, 9, 11, 14, 28, 25, 9, 9, 13, 13, 18, 9, 18, 9, 8, 12, 12, 12, 25, 16, 16, 13, 9, 11, 9, 9, 42, 12, 13, 12, 12, 16, 8, 8, 9, 9, 8, 16, 15, 18, 9, 13, 13, 12, 12, 9, 18, 9, 12, 14, 16, 12, 12, 11, 11, 9, 25, 14, 11, 9, 12, 13, 9, 9, 14, 9, 9, 12, 25, 9, 12, 10, 12, 9, 9, 15, 16, 9, 25, 9, 9, 11, 9, 9, 11, 9, 9, 9, 19, 19, 9, 25, 42, 12, 9, 8, 8, 12, 9, 9, 9, 12, 9, 18, 9, 14, 12, 11, 17, 12, 11, 25, 9, 9, 9, 9, 9, 10, 9, 23, 17, 12, 9, 8, 10] ## 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 | |:-------------:|:-----:|:----:|:----------:|:---------------:|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------:| | 20.7173 | 1.0 | 25 | 12.7424 | 24.5084 | [18, 14, 10, 9, 9, 9, 13, 9, 12, 9, 9, 14, 9, 9, 11, 9, 7, 12, 9, 8, 42, 17, 9, 18, 25, 11, 14, 9, 42, 12, 16, 9, 9, 9, 13, 9, 18, 13, 16, 13, 8, 9, 9, 9, 8, 9, 12, 9, 9, 15, 22, 15, 12, 9, 21, 12, 12, 12, 12, 9, 12, 8, 12, 24, 9, 12, 12, 12, 9, 17, 8, 9, 25, 9, 19, 9, 10, 10, 14, 42, 11, 9, 16, 9, 11, 9, 12, 9, 12, 13, 25, 18, 20, 17, 21, 10, 9, 9, 13, 9, 12, 7, 9, 9, 15, 7, 9, 9, 10, 12, 14, 42, 7, 12, 17, 16, 11, 10, 9, 11, 12, 15, 11, 13, 9, 11, 9, 11, 13, 9, 11, 9, 9, 9, 21, 12, 14, 9, 13, 17, 15, 9, 23, 8, 9, 13, 9, 9, 7, 12, 18, 9, 13, 13, 25, 13, 22, 9, 8, 14, 12, 9, 9, 24, 25, 12, 9, 9, 9, 7, 9, 10, 14, 9, 9, 10, 9, 9, 25, 12, 13, 9, 10, 14, 9, 12, 9, 13, 12, 9, 9, 13, 9, 13, 25, 9, 9, 9, 15, 9, 10, 9, 12, 25, 25, 11, 13, 9, 9, 13, 9, 9, 9, 9, 12, 9, 16, 22, 26, 9, 12, 8, 19, 11, 15, 12, 14, 9, 25, 13, 11, 12, 9, 8, 12, 8, 15, 9, 23, 10, 15, 12, 9, 15, 17, 14, 12, 10, 15, 9, 22, 11, 12, 9, 10, 9, 9, 12, 14, 9, 8, 8, 17, 17, 9, 9, 12, 9, 12, 9, 8, 13, 9, 13, 11, 18, 25, 14, 13, 13, 17, 18, 9, 18, 9, 14, 11, 12, 12, 25, 16, 9, 13, 9, 12, 9, 9, 42, 12, 13, 12, 12, 32, 8, 9, 9, 9, 8, 9, 15, 14, 9, 12, 13, 13, 21, 12, 9, 9, 12, 12, 16, 12, 12, 11, 11, 9, 25, 14, 11, 9, 12, 13, 9, 9, 9, 13, 9, 12, 25, 9, 12, 9, 12, 9, 9, 15, 16, 9, 12, 14, 9, 15, 22, 9, 12, 9, 8, 9, 23, 12, 9, 25, 42, 12, 9, 9, 8, 12, 9, 9, 9, 12, 9, 18, 16, 13, 12, 13, 17, 12, 9, 25, 15, 9, 9, 9, 9, 10, 9, 23, 25, 12, 9, 8, 10] | | 20.6647 | 2.0 | 50 | 12.8460 | 24.3914 | [18, 14, 10, 9, 9, 9, 13, 9, 12, 9, 9, 14, 9, 9, 11, 9, 7, 12, 9, 8, 42, 17, 9, 18, 25, 11, 14, 9, 42, 12, 16, 9, 9, 9, 13, 9, 18, 13, 16, 13, 8, 9, 9, 9, 8, 9, 12, 9, 9, 15, 22, 15, 12, 9, 21, 12, 12, 12, 12, 9, 12, 8, 12, 24, 9, 12, 12, 12, 9, 17, 8, 9, 25, 9, 19, 9, 10, 10, 14, 42, 11, 9, 16, 9, 11, 9, 12, 9, 12, 13, 25, 18, 20, 17, 21, 10, 9, 9, 13, 9, 9, 7, 9, 9, 15, 7, 9, 9, 10, 12, 14, 42, 7, 12, 17, 16, 11, 10, 9, 22, 12, 15, 11, 13, 9, 9, 9, 11, 13, 9, 11, 9, 9, 9, 21, 12, 14, 9, 13, 17, 15, 9, 23, 8, 9, 13, 9, 14, 7, 12, 18, 9, 13, 13, 25, 13, 22, 9, 8, 14, 12, 9, 9, 24, 25, 12, 9, 9, 9, 7, 9, 10, 14, 9, 9, 10, 9, 9, 25, 12, 13, 9, 10, 14, 9, 12, 9, 13, 12, 9, 9, 13, 9, 9, 25, 9, 9, 9, 15, 9, 10, 9, 12, 25, 25, 11, 13, 9, 9, 13, 9, 9, 9, 9, 12, 9, 16, 22, 26, 9, 12, 8, 19, 11, 15, 12, 14, 9, 25, 13, 11, 12, 9, 8, 12, 8, 15, 9, 23, 10, 15, 12, 9, 15, 17, 14, 12, 10, 15, 9, 22, 11, 25, 9, 10, 9, 9, 12, 14, 9, 8, 8, 17, 17, 9, 9, 12, 9, 12, 9, 8, 13, 9, 14, 11, 18, 25, 14, 13, 13, 17, 18, 9, 18, 9, 14, 11, 12, 12, 25, 16, 9, 13, 9, 12, 9, 9, 42, 12, 13, 12, 12, 32, 8, 9, 9, 9, 8, 9, 15, 14, 9, 12, 14, 13, 21, 12, 9, 9, 12, 18, 16, 12, 12, 11, 11, 9, 25, 14, 11, 9, 12, 13, 9, 9, 9, 13, 9, 12, 25, 9, 12, 9, 12, 9, 9, 15, 16, 9, 12, 14, 9, 15, 22, 9, 25, 9, 8, 9, 23, 12, 9, 25, 42, 12, 9, 9, 8, 12, 9, 9, 9, 12, 9, 18, 16, 13, 12, 13, 17, 12, 9, 25, 15, 9, 9, 9, 9, 10, 9, 23, 25, 12, 9, 8, 10] | | 20.4346 | 3.0 | 75 | 12.8636 | 23.9937 | [18, 14, 10, 9, 9, 9, 13, 9, 12, 14, 9, 14, 9, 9, 11, 9, 7, 12, 9, 8, 42, 17, 9, 18, 25, 11, 14, 9, 42, 11, 16, 9, 9, 9, 13, 9, 18, 12, 16, 13, 8, 9, 9, 9, 8, 9, 12, 9, 9, 15, 22, 15, 12, 9, 21, 12, 12, 12, 12, 9, 12, 8, 12, 24, 9, 11, 12, 12, 9, 17, 8, 9, 25, 9, 19, 9, 10, 12, 14, 42, 11, 9, 16, 9, 11, 9, 12, 9, 12, 13, 25, 18, 20, 17, 21, 10, 9, 9, 13, 9, 12, 7, 9, 9, 15, 9, 9, 9, 10, 12, 14, 42, 7, 12, 17, 16, 11, 10, 9, 22, 12, 15, 11, 13, 9, 9, 9, 11, 13, 9, 11, 9, 9, 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, 14, 12, 9, 9, 24, 25, 12, 9, 9, 9, 9, 9, 10, 14, 9, 9, 10, 9, 9, 25, 12, 13, 9, 10, 14, 9, 12, 9, 13, 12, 9, 9, 13, 9, 9, 25, 9, 9, 9, 15, 9, 10, 9, 12, 25, 25, 11, 13, 9, 9, 13, 9, 9, 9, 9, 12, 9, 11, 22, 26, 9, 12, 9, 19, 11, 15, 12, 14, 9, 25, 13, 11, 12, 9, 8, 12, 12, 15, 9, 23, 10, 15, 12, 9, 15, 17, 14, 12, 10, 15, 9, 22, 11, 25, 9, 10, 13, 9, 12, 14, 9, 8, 8, 17, 17, 9, 9, 12, 9, 12, 9, 8, 13, 9, 13, 10, 18, 25, 14, 13, 13, 17, 18, 9, 18, 9, 14, 11, 12, 12, 25, 16, 9, 9, 9, 12, 9, 9, 42, 12, 13, 12, 12, 32, 8, 9, 9, 9, 8, 9, 15, 14, 9, 12, 14, 13, 21, 9, 9, 9, 12, 12, 11, 12, 12, 11, 11, 9, 25, 14, 11, 9, 12, 13, 9, 9, 9, 13, 9, 12, 25, 9, 12, 9, 12, 9, 9, 15, 16, 9, 25, 14, 9, 16, 22, 9, 25, 9, 8, 9, 23, 12, 9, 25, 42, 12, 9, 9, 8, 12, 9, 9, 9, 12, 9, 18, 16, 13, 12, 13, 17, 12, 9, 25, 15, 9, 9, 9, 9, 10, 9, 23, 25, 12, 9, 8, 10] | | 19.8166 | 4.0 | 100 | 12.7778 | 22.7369 | [18, 14, 10, 9, 9, 9, 13, 9, 12, 14, 9, 14, 9, 9, 11, 9, 7, 12, 9, 8, 42, 17, 9, 18, 25, 9, 14, 9, 42, 11, 16, 9, 9, 9, 13, 9, 18, 13, 16, 13, 8, 9, 9, 9, 9, 9, 12, 9, 9, 15, 22, 15, 12, 9, 21, 12, 12, 12, 12, 9, 12, 8, 12, 24, 9, 11, 12, 12, 9, 17, 8, 9, 25, 9, 19, 9, 10, 12, 14, 42, 11, 9, 16, 9, 11, 9, 12, 9, 12, 13, 25, 18, 20, 17, 21, 10, 9, 9, 13, 9, 12, 7, 9, 9, 15, 9, 9, 9, 17, 12, 14, 9, 9, 12, 17, 16, 11, 10, 9, 22, 12, 15, 11, 13, 9, 9, 23, 11, 13, 9, 11, 9, 9, 9, 21, 12, 14, 9, 13, 17, 15, 9, 23, 8, 9, 13, 9, 14, 9, 12, 9, 9, 13, 13, 25, 13, 22, 9, 8, 14, 12, 9, 9, 27, 25, 18, 9, 9, 9, 9, 9, 10, 14, 9, 9, 10, 9, 9, 25, 12, 13, 12, 10, 14, 9, 12, 9, 13, 12, 9, 9, 13, 9, 9, 25, 9, 9, 9, 15, 9, 10, 9, 12, 12, 25, 11, 13, 9, 9, 9, 9, 9, 9, 9, 12, 9, 11, 22, 26, 9, 12, 8, 19, 11, 15, 12, 24, 9, 25, 13, 11, 12, 9, 8, 12, 12, 14, 9, 23, 10, 15, 12, 9, 15, 17, 14, 12, 10, 15, 9, 22, 25, 12, 9, 10, 9, 9, 12, 14, 9, 9, 8, 17, 17, 9, 9, 12, 9, 12, 9, 10, 13, 9, 13, 10, 18, 25, 14, 13, 13, 17, 18, 9, 18, 9, 14, 11, 12, 12, 25, 16, 11, 13, 9, 12, 9, 9, 9, 12, 13, 12, 12, 32, 8, 9, 9, 9, 8, 11, 15, 14, 9, 12, 14, 13, 21, 9, 21, 9, 12, 12, 16, 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, 22, 9, 11, 9, 9, 9, 19, 12, 9, 25, 42, 12, 9, 9, 8, 12, 9, 14, 9, 12, 9, 18, 16, 13, 12, 13, 17, 12, 9, 25, 15, 9, 9, 9, 9, 10, 9, 23, 25, 12, 9, 8, 10] | | 19.0708 | 5.0 | 125 | 12.4899 | 19.0103 | [18, 14, 11, 11, 9, 9, 13, 9, 9, 17, 9, 14, 9, 9, 11, 9, 7, 8, 9, 8, 42, 17, 9, 18, 25, 11, 14, 9, 42, 12, 10, 9, 9, 9, 13, 9, 28, 13, 16, 13, 8, 9, 9, 9, 9, 9, 12, 9, 9, 15, 22, 15, 12, 9, 9, 12, 12, 12, 12, 9, 12, 8, 12, 12, 9, 12, 12, 12, 9, 17, 8, 9, 25, 9, 20, 9, 10, 9, 8, 42, 11, 9, 16, 9, 11, 9, 12, 19, 12, 13, 25, 18, 20, 17, 21, 9, 9, 9, 13, 9, 24, 7, 9, 9, 15, 8, 9, 9, 17, 12, 14, 9, 7, 12, 12, 16, 11, 10, 9, 15, 12, 15, 11, 13, 9, 9, 23, 11, 13, 9, 11, 9, 9, 8, 21, 12, 8, 9, 13, 12, 7, 9, 23, 8, 9, 13, 9, 14, 7, 12, 8, 9, 13, 13, 25, 13, 22, 9, 8, 8, 12, 9, 9, 27, 25, 18, 9, 9, 9, 8, 9, 10, 14, 9, 9, 10, 9, 9, 25, 12, 13, 9, 10, 14, 9, 12, 9, 13, 12, 9, 9, 13, 8, 13, 25, 9, 9, 9, 9, 9, 13, 9, 17, 12, 25, 11, 13, 9, 9, 9, 9, 9, 9, 9, 12, 9, 17, 13, 26, 9, 12, 8, 19, 11, 15, 12, 24, 9, 25, 13, 11, 12, 9, 10, 12, 8, 14, 9, 23, 10, 15, 12, 9, 10, 17, 14, 9, 10, 18, 9, 22, 11, 12, 9, 10, 9, 9, 12, 14, 9, 9, 8, 17, 17, 9, 9, 12, 9, 12, 9, 9, 13, 9, 13, 10, 28, 25, 14, 13, 13, 13, 18, 9, 18, 9, 8, 11, 12, 12, 25, 16, 8, 13, 9, 12, 9, 9, 9, 12, 13, 12, 12, 32, 8, 9, 9, 9, 8, 8, 15, 14, 9, 12, 13, 13, 21, 9, 9, 9, 12, 14, 16, 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, 13, 9, 11, 9, 9, 9, 19, 12, 9, 25, 42, 12, 9, 8, 8, 12, 9, 9, 9, 12, 9, 18, 16, 13, 12, 11, 17, 12, 9, 25, 15, 9, 9, 9, 9, 10, 9, 23, 17, 12, 9, 8, 10] | | 16.0391 | 6.0 | 150 | 12.7955 | 11.4037 | [18, 14, 11, 11, 9, 9, 13, 8, 9, 9, 9, 14, 9, 9, 11, 9, 9, 9, 9, 8, 42, 17, 9, 18, 25, 11, 14, 9, 42, 12, 14, 9, 9, 9, 17, 9, 28, 13, 16, 13, 8, 9, 9, 13, 7, 9, 12, 9, 9, 15, 22, 15, 12, 9, 9, 12, 12, 12, 12, 9, 12, 8, 9, 25, 9, 12, 12, 12, 9, 17, 8, 9, 25, 9, 20, 9, 10, 9, 8, 42, 11, 9, 23, 9, 11, 9, 12, 19, 12, 13, 25, 18, 20, 17, 21, 20, 9, 9, 13, 20, 20, 8, 9, 9, 15, 20, 9, 9, 15, 12, 14, 9, 8, 12, 12, 16, 11, 10, 9, 22, 9, 15, 11, 14, 9, 9, 23, 11, 13, 9, 12, 9, 9, 8, 21, 12, 14, 9, 13, 12, 8, 9, 19, 8, 9, 13, 9, 14, 8, 9, 8, 9, 13, 13, 25, 13, 22, 9, 8, 8, 12, 13, 9, 9, 25, 15, 9, 9, 9, 20, 25, 10, 14, 9, 9, 10, 9, 20, 25, 12, 13, 9, 10, 14, 9, 12, 9, 13, 12, 9, 9, 13, 8, 13, 25, 9, 9, 9, 9, 14, 13, 9, 17, 12, 25, 11, 13, 9, 9, 9, 9, 9, 13, 9, 9, 9, 19, 9, 26, 9, 12, 10, 19, 11, 15, 13, 14, 9, 25, 13, 11, 12, 9, 10, 12, 29, 8, 9, 23, 10, 15, 12, 9, 10, 17, 14, 9, 9, 18, 9, 22, 10, 12, 9, 10, 9, 12, 12, 14, 9, 7, 8, 18, 17, 9, 9, 12, 9, 12, 9, 9, 13, 9, 9, 10, 28, 25, 14, 17, 13, 13, 18, 9, 18, 9, 8, 11, 12, 12, 25, 16, 17, 13, 9, 11, 9, 9, 9, 12, 13, 12, 12, 32, 8, 8, 9, 9, 8, 17, 15, 18, 9, 12, 13, 13, 21, 9, 14, 9, 12, 14, 16, 12, 12, 11, 11, 9, 25, 14, 11, 8, 12, 13, 9, 9, 14, 17, 9, 12, 25, 9, 12, 9, 12, 9, 9, 15, 16, 9, 25, 14, 9, 16, 9, 9, 11, 9, 9, 9, 19, 10, 9, 25, 42, 12, 9, 8, 8, 12, 9, 9, 9, 12, 9, 18, 16, 14, 12, 11, 17, 12, 9, 25, 15, 9, 9, 9, 8, 10, 9, 23, 17, 12, 9, 8, 10] | | 14.6053 | 7.0 | 175 | 12.8864 | 10.7317 | [18, 9, 11, 11, 9, 9, 13, 8, 9, 9, 9, 14, 9, 9, 11, 9, 9, 25, 9, 8, 42, 17, 9, 16, 25, 9, 14, 9, 42, 12, 14, 9, 9, 9, 9, 9, 28, 13, 16, 14, 8, 9, 9, 13, 7, 9, 12, 9, 9, 15, 22, 15, 12, 9, 9, 12, 12, 12, 12, 9, 25, 8, 9, 25, 9, 12, 12, 12, 9, 17, 8, 9, 25, 9, 20, 9, 10, 9, 8, 42, 11, 9, 23, 9, 11, 9, 12, 19, 12, 13, 25, 18, 20, 17, 21, 9, 12, 9, 13, 20, 15, 8, 9, 9, 15, 8, 9, 9, 15, 12, 14, 42, 8, 12, 12, 16, 12, 10, 9, 9, 9, 15, 11, 10, 18, 9, 23, 11, 13, 9, 12, 9, 7, 9, 21, 12, 9, 9, 13, 12, 8, 9, 19, 8, 9, 13, 9, 14, 8, 9, 8, 9, 13, 13, 25, 13, 22, 12, 8, 8, 12, 9, 9, 8, 25, 12, 11, 9, 9, 8, 25, 10, 14, 9, 9, 10, 9, 20, 25, 12, 13, 9, 16, 14, 9, 12, 9, 13, 12, 42, 11, 13, 9, 28, 25, 9, 9, 9, 12, 14, 13, 9, 17, 12, 25, 12, 9, 9, 9, 9, 9, 9, 13, 9, 9, 9, 19, 9, 26, 9, 12, 10, 19, 11, 15, 13, 12, 9, 12, 13, 11, 12, 9, 10, 12, 11, 21, 9, 23, 10, 15, 12, 9, 10, 17, 14, 12, 9, 18, 9, 22, 17, 12, 9, 10, 9, 12, 12, 14, 9, 7, 8, 18, 17, 9, 9, 12, 18, 12, 9, 9, 13, 9, 11, 14, 28, 25, 9, 9, 13, 13, 18, 9, 18, 9, 8, 12, 12, 12, 25, 16, 16, 13, 9, 11, 9, 9, 42, 12, 13, 12, 12, 16, 8, 8, 9, 9, 8, 16, 15, 18, 9, 13, 13, 12, 12, 9, 18, 9, 12, 14, 16, 12, 12, 11, 11, 9, 25, 14, 11, 9, 12, 13, 9, 9, 14, 9, 9, 12, 25, 9, 12, 10, 12, 9, 9, 15, 16, 9, 25, 9, 9, 11, 9, 9, 11, 9, 9, 9, 19, 19, 9, 25, 42, 12, 9, 8, 8, 12, 9, 9, 9, 12, 9, 18, 9, 14, 12, 11, 17, 12, 11, 25, 9, 9, 9, 9, 9, 10, 9, 23, 17, 12, 9, 8, 10] | | 14.5213 | 8.0 | 200 | 12.8864 | 10.7317 | [18, 9, 11, 11, 9, 9, 13, 8, 9, 9, 9, 14, 9, 9, 11, 9, 9, 25, 9, 8, 42, 17, 9, 16, 25, 9, 14, 9, 42, 12, 14, 9, 9, 9, 9, 9, 28, 13, 16, 14, 8, 9, 9, 13, 7, 9, 12, 9, 9, 15, 22, 15, 12, 9, 9, 12, 12, 12, 12, 9, 25, 8, 9, 25, 9, 12, 12, 12, 9, 17, 8, 9, 25, 9, 20, 9, 10, 9, 8, 42, 11, 9, 23, 9, 11, 9, 12, 19, 12, 13, 25, 18, 20, 17, 21, 9, 12, 9, 13, 20, 15, 8, 9, 9, 15, 8, 9, 9, 15, 12, 14, 42, 8, 12, 12, 16, 12, 10, 9, 9, 9, 15, 11, 10, 18, 9, 23, 11, 13, 9, 12, 9, 7, 9, 21, 12, 9, 9, 13, 12, 8, 9, 19, 8, 9, 13, 9, 14, 8, 9, 8, 9, 13, 13, 25, 13, 22, 12, 8, 8, 12, 9, 9, 8, 25, 12, 11, 9, 9, 8, 25, 10, 14, 9, 9, 10, 9, 20, 25, 12, 13, 9, 16, 14, 9, 12, 9, 13, 12, 42, 11, 13, 9, 28, 25, 9, 9, 9, 12, 14, 13, 9, 17, 12, 25, 12, 9, 9, 9, 9, 9, 9, 13, 9, 9, 9, 19, 9, 26, 9, 12, 10, 19, 11, 15, 13, 12, 9, 12, 13, 11, 12, 9, 10, 12, 11, 21, 9, 23, 10, 15, 12, 9, 10, 17, 14, 12, 9, 18, 9, 22, 17, 12, 9, 10, 9, 12, 12, 14, 9, 7, 8, 18, 17, 9, 9, 12, 18, 12, 9, 9, 13, 9, 11, 14, 28, 25, 9, 9, 13, 13, 18, 9, 18, 9, 8, 12, 12, 12, 25, 16, 16, 13, 9, 11, 9, 9, 42, 12, 13, 12, 12, 16, 8, 8, 9, 9, 8, 16, 15, 18, 9, 13, 13, 12, 12, 9, 18, 9, 12, 14, 16, 12, 12, 11, 11, 9, 25, 14, 11, 9, 12, 13, 9, 9, 14, 9, 9, 12, 25, 9, 12, 10, 12, 9, 9, 15, 16, 9, 25, 9, 9, 11, 9, 9, 11, 9, 9, 9, 19, 19, 9, 25, 42, 12, 9, 8, 8, 12, 9, 9, 9, 12, 9, 18, 9, 14, 12, 11, 17, 12, 11, 25, 9, 9, 9, 9, 9, 10, 9, 23, 17, 12, 9, 8, 10] | | 14.4621 | 9.0 | 225 | 12.8864 | 10.7317 | [18, 9, 11, 11, 9, 9, 13, 8, 9, 9, 9, 14, 9, 9, 11, 9, 9, 25, 9, 8, 42, 17, 9, 16, 25, 9, 14, 9, 42, 12, 14, 9, 9, 9, 9, 9, 28, 13, 16, 14, 8, 9, 9, 13, 7, 9, 12, 9, 9, 15, 22, 15, 12, 9, 9, 12, 12, 12, 12, 9, 25, 8, 9, 25, 9, 12, 12, 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9, 9, 15, 16, 9, 25, 9, 9, 11, 9, 9, 11, 9, 9, 9, 19, 19, 9, 25, 42, 12, 9, 8, 8, 12, 9, 9, 9, 12, 9, 18, 9, 14, 12, 11, 17, 12, 11, 25, 9, 9, 9, 9, 9, 10, 9, 23, 17, 12, 9, 8, 10] | | 14.3259 | 10.0 | 250 | 12.8864 | 10.7317 | [18, 9, 11, 11, 9, 9, 13, 8, 9, 9, 9, 14, 9, 9, 11, 9, 9, 25, 9, 8, 42, 17, 9, 16, 25, 9, 14, 9, 42, 12, 14, 9, 9, 9, 9, 9, 28, 13, 16, 14, 8, 9, 9, 13, 7, 9, 12, 9, 9, 15, 22, 15, 12, 9, 9, 12, 12, 12, 12, 9, 25, 8, 9, 25, 9, 12, 12, 12, 9, 17, 8, 9, 25, 9, 20, 9, 10, 9, 8, 42, 11, 9, 23, 9, 11, 9, 12, 19, 12, 13, 25, 18, 20, 17, 21, 9, 12, 9, 13, 20, 15, 8, 9, 9, 15, 8, 9, 9, 15, 12, 14, 42, 8, 12, 12, 16, 12, 10, 9, 9, 9, 15, 11, 10, 18, 9, 23, 11, 13, 9, 12, 9, 7, 9, 21, 12, 9, 9, 13, 12, 8, 9, 19, 8, 9, 13, 9, 14, 8, 9, 8, 9, 13, 13, 25, 13, 22, 12, 8, 8, 12, 9, 9, 8, 25, 12, 11, 9, 9, 8, 25, 10, 14, 9, 9, 10, 9, 20, 25, 12, 13, 9, 16, 14, 9, 12, 9, 13, 12, 42, 11, 13, 9, 28, 25, 9, 9, 9, 12, 14, 13, 9, 17, 12, 25, 12, 9, 9, 9, 9, 9, 9, 13, 9, 9, 9, 19, 9, 26, 9, 12, 10, 19, 11, 15, 13, 12, 9, 12, 13, 11, 12, 9, 10, 12, 11, 21, 9, 23, 10, 15, 12, 9, 10, 17, 14, 12, 9, 18, 9, 22, 17, 12, 9, 10, 9, 12, 12, 14, 9, 7, 8, 18, 17, 9, 9, 12, 18, 12, 9, 9, 13, 9, 11, 14, 28, 25, 9, 9, 13, 13, 18, 9, 18, 9, 8, 12, 12, 12, 25, 16, 16, 13, 9, 11, 9, 9, 42, 12, 13, 12, 12, 16, 8, 8, 9, 9, 8, 16, 15, 18, 9, 13, 13, 12, 12, 9, 18, 9, 12, 14, 16, 12, 12, 11, 11, 9, 25, 14, 11, 9, 12, 13, 9, 9, 14, 9, 9, 12, 25, 9, 12, 10, 12, 9, 9, 15, 16, 9, 25, 9, 9, 11, 9, 9, 11, 9, 9, 9, 19, 19, 9, 25, 42, 12, 9, 8, 8, 12, 9, 9, 9, 12, 9, 18, 9, 14, 12, 11, 17, 12, 11, 25, 9, 9, 9, 9, 9, 10, 9, 23, 17, 12, 9, 8, 10] | | 14.389 | 11.0 | 275 | 12.8864 | 10.7317 | [18, 9, 11, 11, 9, 9, 13, 8, 9, 9, 9, 14, 9, 9, 11, 9, 9, 25, 9, 8, 42, 17, 9, 16, 25, 9, 14, 9, 42, 12, 14, 9, 9, 9, 9, 9, 28, 13, 16, 14, 8, 9, 9, 13, 7, 9, 12, 9, 9, 15, 22, 15, 12, 9, 9, 12, 12, 12, 12, 9, 25, 8, 9, 25, 9, 12, 12, 12, 9, 17, 8, 9, 25, 9, 20, 9, 10, 9, 8, 42, 11, 9, 23, 9, 11, 9, 12, 19, 12, 13, 25, 18, 20, 17, 21, 9, 12, 9, 13, 20, 15, 8, 9, 9, 15, 8, 9, 9, 15, 12, 14, 42, 8, 12, 12, 16, 12, 10, 9, 9, 9, 15, 11, 10, 18, 9, 23, 11, 13, 9, 12, 9, 7, 9, 21, 12, 9, 9, 13, 12, 8, 9, 19, 8, 9, 13, 9, 14, 8, 9, 8, 9, 13, 13, 25, 13, 22, 12, 8, 8, 12, 9, 9, 8, 25, 12, 11, 9, 9, 8, 25, 10, 14, 9, 9, 10, 9, 20, 25, 12, 13, 9, 16, 14, 9, 12, 9, 13, 12, 42, 11, 13, 9, 28, 25, 9, 9, 9, 12, 14, 13, 9, 17, 12, 25, 12, 9, 9, 9, 9, 9, 9, 13, 9, 9, 9, 19, 9, 26, 9, 12, 10, 19, 11, 15, 13, 12, 9, 12, 13, 11, 12, 9, 10, 12, 11, 21, 9, 23, 10, 15, 12, 9, 10, 17, 14, 12, 9, 18, 9, 22, 17, 12, 9, 10, 9, 12, 12, 14, 9, 7, 8, 18, 17, 9, 9, 12, 18, 12, 9, 9, 13, 9, 11, 14, 28, 25, 9, 9, 13, 13, 18, 9, 18, 9, 8, 12, 12, 12, 25, 16, 16, 13, 9, 11, 9, 9, 42, 12, 13, 12, 12, 16, 8, 8, 9, 9, 8, 16, 15, 18, 9, 13, 13, 12, 12, 9, 18, 9, 12, 14, 16, 12, 12, 11, 11, 9, 25, 14, 11, 9, 12, 13, 9, 9, 14, 9, 9, 12, 25, 9, 12, 10, 12, 9, 9, 15, 16, 9, 25, 9, 9, 11, 9, 9, 11, 9, 9, 9, 19, 19, 9, 25, 42, 12, 9, 8, 8, 12, 9, 9, 9, 12, 9, 18, 9, 14, 12, 11, 17, 12, 11, 25, 9, 9, 9, 9, 9, 10, 9, 23, 17, 12, 9, 8, 10] | ### Framework versions - Transformers 4.34.0 - Pytorch 2.1.0+cu121 - Datasets 2.14.5 - Tokenizers 0.14.1