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--- |
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license: apache-2.0 |
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base_model: google/t5-v1_1-large |
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tags: |
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- generated_from_trainer |
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model-index: |
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- name: SChem5Labels-google-t5-v1_1-large-inter-dataset-frequency-model-pairwise-mse-cycle1 |
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results: [] |
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--- |
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You |
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should probably proofread and complete it, then remove this comment. --> |
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# SChem5Labels-google-t5-v1_1-large-inter-dataset-frequency-model-pairwise-mse-cycle1 |
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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. |
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It achieves the following results on the evaluation set: |
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- Train Loss: 12.6853 |
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- Loss: 10.8788 |
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- Losses: [18, 14, 15, 11, 9, 9, 13, 9, 9, 9, 14, 9, 9, 11, 9, 9, 25, 9, 12, 42, 17, 9, 9, 9, 14, 9, 42, 12, 28, 9, 9, 9, 13, 9, 18, 16, 9, 9, 9, 9, 8, 9, 12, 9, 9, 15, 22, 12, 12, 9, 7, 12, 12, 12, 12, 9, 25, 8, 20, 10, 9, 12, 12, 9, 17, 9, 9, 15, 9, 9, 10, 9, 8, 42, 9, 16, 9, 11, 9, 12, 19, 12, 13, 12, 18, 20, 17, 21, 20, 9, 9, 13, 20, 15, 8, 9, 9, 15, 20, 9, 9, 15, 16, 14, 9, 7, 12, 16, 19, 12, 9, 22, 9, 15, 13, 9, 9, 9, 9, 11, 13, 9, 12, 9, 9, 9, 21, 12, 9, 9, 13, 17, 7, 9, 23, 8, 9, 13, 9, 14, 7, 12, 8, 12, 14, 11, 25, 13, 22, 12, 8, 8, 12, 9, 9, 15, 25, 12, 9, 9, 20, 25, 10, 14, 9, 9, 12, 9, 20, 25, 12, 9, 10, 14, 9, 9, 11, 12, 9, 14, 11, 9, 12, 9, 9, 9, 12, 14, 11, 9, 17, 12, 25, 19, 13, 9, 12, 9, 9, 9, 15, 12, 9, 10, 22, 26, 9, 12, 10, 19, 11, 20, 12, 9, 9, 13, 11, 12, 9, 9, 12, 8, 11, 9, 23, 10, 15, 9, 11, 17, 14, 9, 10, 15, 9, 22, 18, 25, 9, 10, 9, 11, 12, 14, 9, 8, 12, 18, 17, 9, 20, 12, 9, 12, 9, 8, 14, 9, 13, 18, 25, 9, 13, 13, 9, 18, 9, 18, 9, 8, 19, 12, 12, 25, 16, 9, 13, 9, 25, 12, 22, 9, 12, 8, 12, 12, 25, 8, 23, 9, 9, 9, 13, 7, 9, 10, 13, 12, 9, 9, 12, 14, 14, 21, 12, 11, 9, 9, 25, 12, 11, 8, 12, 9, 9, 9, 9, 13, 9, 12, 9, 9, 12, 9, 12, 9, 12, 15, 16, 9, 25, 9, 9, 16, 22, 9, 12, 9, 20, 9, 19, 15, 9, 25, 12, 9, 9, 8, 12, 9, 14, 9, 12, 9, 18, 16, 9, 12, 7, 15, 12, 25, 15, 12, 9, 12, 9, 10, 9, 23, 9, 12, 9, 9, 10] |
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## Model description |
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More information needed |
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## Intended uses & limitations |
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More information needed |
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## Training and evaluation data |
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More information needed |
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## Training procedure |
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### Training hyperparameters |
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The following hyperparameters were used during training: |
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- learning_rate: 0.0001 |
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- train_batch_size: 128 |
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- eval_batch_size: 128 |
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- seed: 42 |
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
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- lr_scheduler_type: linear |
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- num_epochs: 200 |
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### Training results |
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| Training Loss | Epoch | Step | Train Loss | Validation Loss | Losses | |
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|:-------------:|:-----:|:----:|:----------:|:---------------:|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------:| |
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| 19.9698 | 1.0 | 25 | 12.632 | 24.1183 | [18, 14, 10, 9, 9, 9, 13, 12, 9, 9, 14, 9, 9, 11, 9, 10, 12, 9, 8, 42, 17, 9, 25, 11, 14, 9, 42, 12, 16, 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, 24, 9, 12, 12, 9, 17, 8, 9, 25, 9, 9, 10, 10, 14, 42, 11, 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, 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, 11, 25, 13, 22, 9, 8, 14, 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, 13, 9, 9, 9, 15, 9, 10, 9, 12, 25, 25, 11, 13, 9, 9, 13, 9, 9, 9, 12, 9, 16, 22, 26, 9, 12, 8, 19, 11, 15, 12, 14, 9, 13, 11, 12, 9, 8, 12, 8, 15, 9, 23, 10, 15, 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, 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, 9, 14, 9, 12, 13, 13, 21, 12, 9, 12, 12, 16, 12, 12, 11, 11, 9, 25, 9, 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, 12, 9, 8, 8, 12, 9, 9, 9, 12, 9, 18, 16, 13, 12, 13, 17, 12, 25, 15, 9, 9, 9, 9, 10, 9, 23, 25, 12, 9, 8, 10] | |
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| 19.7997 | 2.0 | 50 | 12.592 | 24.0682 | [18, 14, 11, 9, 9, 9, 13, 12, 9, 9, 14, 9, 9, 11, 9, 7, 8, 9, 8, 42, 17, 9, 25, 11, 14, 9, 42, 12, 16, 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, 24, 9, 12, 12, 9, 17, 8, 9, 25, 9, 9, 10, 10, 14, 42, 11, 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, 16, 11, 10, 9, 22, 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, 14, 7, 12, 8, 9, 13, 11, 25, 13, 22, 9, 8, 14, 12, 9, 9, 27, 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, 13, 9, 9, 9, 15, 9, 10, 9, 12, 12, 25, 11, 13, 9, 9, 9, 9, 9, 9, 12, 9, 16, 22, 26, 9, 12, 8, 19, 11, 15, 12, 14, 9, 13, 11, 12, 9, 8, 12, 8, 15, 9, 23, 10, 15, 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, 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, 9, 14, 9, 12, 13, 13, 21, 12, 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, 12, 14, 9, 15, 22, 9, 12, 9, 9, 9, 23, 10, 9, 25, 12, 9, 8, 8, 12, 9, 9, 9, 12, 9, 18, 16, 13, 12, 13, 17, 12, 25, 15, 9, 9, 9, 9, 10, 9, 23, 25, 12, 9, 8, 10] | |
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| 20.2003 | 3.0 | 75 | 12.5227 | 23.7999 | [18, 14, 10, 9, 9, 9, 13, 12, 9, 9, 14, 9, 9, 11, 9, 10, 9, 9, 8, 42, 17, 9, 25, 11, 14, 9, 42, 12, 10, 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, 24, 9, 12, 12, 9, 17, 8, 9, 25, 9, 9, 10, 13, 15, 42, 11, 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, 9, 7, 12, 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, 7, 9, 23, 8, 9, 13, 9, 14, 7, 12, 8, 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, 13, 9, 9, 9, 15, 9, 11, 9, 12, 12, 25, 11, 13, 9, 9, 9, 9, 9, 9, 12, 9, 16, 22, 26, 9, 12, 10, 19, 11, 15, 12, 14, 9, 13, 11, 12, 9, 8, 12, 8, 15, 9, 23, 10, 15, 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, 19, 8, 13, 9, 13, 18, 25, 14, 13, 12, 17, 18, 9, 18, 9, 15, 11, 12, 12, 25, 16, 9, 13, 9, 12, 9, 9, 9, 12, 13, 12, 12, 32, 8, 9, 9, 9, 9, 14, 9, 12, 13, 13, 21, 12, 9, 12, 12, 11, 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, 15, 22, 9, 12, 9, 20, 9, 23, 10, 9, 25, 12, 9, 14, 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] | |
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| 19.1924 | 4.0 | 100 | 12.6693 | 22.6756 | [18, 14, 11, 9, 9, 9, 13, 9, 9, 9, 14, 9, 9, 11, 9, 11, 9, 9, 8, 42, 17, 9, 25, 11, 14, 9, 42, 12, 14, 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, 8, 12, 8, 9, 24, 9, 12, 12, 9, 17, 8, 9, 25, 9, 9, 10, 9, 10, 42, 11, 16, 9, 11, 9, 12, 9, 12, 13, 25, 18, 20, 17, 21, 14, 9, 9, 13, 9, 20, 7, 9, 9, 15, 9, 9, 9, 11, 12, 14, 9, 7, 12, 16, 19, 10, 9, 22, 23, 15, 14, 13, 9, 9, 23, 11, 13, 9, 11, 9, 8, 9, 21, 12, 8, 9, 13, 17, 7, 9, 23, 8, 9, 13, 9, 9, 7, 12, 18, 9, 13, 13, 25, 13, 22, 12, 8, 10, 12, 13, 9, 24, 25, 12, 9, 9, 9, 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, 12, 25, 25, 19, 13, 9, 9, 13, 9, 9, 9, 12, 9, 16, 22, 26, 9, 12, 9, 19, 11, 15, 12, 14, 9, 13, 11, 12, 9, 8, 12, 8, 12, 9, 23, 10, 15, 9, 11, 17, 14, 12, 10, 15, 9, 22, 14, 12, 9, 10, 9, 11, 12, 14, 9, 8, 8, 17, 19, 9, 9, 12, 9, 12, 19, 8, 13, 9, 13, 18, 25, 14, 13, 12, 17, 18, 9, 18, 9, 10, 19, 12, 12, 25, 16, 9, 13, 9, 12, 9, 9, 9, 12, 13, 12, 12, 32, 8, 9, 9, 9, 9, 13, 9, 12, 13, 13, 21, 9, 9, 12, 14, 11, 14, 12, 11, 11, 9, 25, 14, 11, 9, 12, 9, 9, 9, 9, 13, 9, 12, 25, 9, 12, 9, 12, 9, 9, 15, 16, 9, 25, 14, 9, 16, 22, 9, 12, 9, 20, 9, 23, 10, 9, 25, 12, 9, 8, 8, 12, 9, 9, 9, 12, 9, 18, 16, 14, 12, 11, 17, 12, 25, 15, 9, 9, 9, 9, 10, 9, 23, 25, 12, 9, 9, 10] | |
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| 18.3095 | 5.0 | 125 | 12.4747 | 19.7577 | [18, 18, 9, 9, 9, 9, 13, 9, 15, 9, 14, 9, 9, 11, 9, 11, 9, 9, 8, 42, 17, 9, 25, 11, 14, 9, 42, 12, 14, 9, 9, 9, 13, 9, 18, 16, 12, 9, 9, 9, 8, 9, 12, 9, 9, 15, 22, 15, 12, 9, 21, 12, 12, 12, 12, 9, 12, 8, 20, 24, 9, 12, 12, 9, 17, 8, 9, 25, 9, 9, 10, 9, 15, 42, 9, 16, 9, 11, 9, 12, 9, 12, 13, 25, 18, 20, 17, 21, 9, 9, 9, 13, 9, 15, 7, 9, 9, 15, 8, 9, 9, 17, 12, 14, 9, 7, 12, 16, 19, 10, 9, 22, 10, 15, 14, 13, 9, 9, 9, 11, 13, 9, 10, 9, 8, 8, 21, 12, 8, 9, 13, 17, 7, 9, 19, 8, 9, 13, 9, 9, 7, 12, 9, 9, 13, 13, 25, 13, 22, 12, 8, 15, 12, 13, 9, 25, 25, 12, 9, 9, 8, 25, 10, 14, 9, 9, 10, 9, 9, 25, 12, 9, 10, 14, 9, 9, 9, 12, 9, 9, 9, 8, 12, 9, 9, 9, 9, 9, 9, 9, 17, 12, 25, 19, 13, 9, 9, 13, 9, 9, 9, 9, 9, 16, 22, 23, 9, 12, 9, 19, 11, 13, 12, 9, 9, 13, 11, 12, 9, 8, 12, 8, 8, 9, 23, 10, 15, 9, 11, 17, 14, 12, 10, 15, 9, 22, 10, 25, 9, 10, 9, 11, 12, 14, 9, 8, 8, 18, 17, 9, 9, 12, 9, 12, 19, 9, 13, 9, 9, 18, 25, 14, 13, 12, 13, 18, 9, 18, 9, 15, 19, 12, 12, 25, 16, 9, 13, 9, 12, 9, 9, 9, 12, 13, 12, 12, 13, 7, 8, 9, 9, 9, 14, 9, 9, 10, 12, 21, 9, 9, 12, 14, 16, 9, 12, 11, 11, 9, 25, 9, 11, 9, 12, 9, 9, 9, 9, 13, 9, 9, 25, 9, 12, 9, 12, 9, 9, 15, 16, 9, 25, 14, 9, 16, 22, 9, 12, 9, 15, 9, 23, 16, 9, 25, 12, 9, 9, 8, 12, 9, 9, 9, 12, 9, 18, 22, 14, 12, 11, 23, 12, 25, 9, 12, 9, 9, 9, 10, 9, 23, 17, 12, 9, 9, 10] | |
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| 16.269 | 6.0 | 150 | 12.8053 | 12.0449 | [18, 18, 15, 11, 9, 9, 13, 9, 9, 9, 14, 9, 9, 11, 9, 9, 25, 9, 12, 42, 17, 9, 25, 11, 14, 9, 42, 12, 34, 9, 9, 9, 13, 9, 18, 16, 9, 9, 9, 9, 8, 9, 12, 9, 9, 15, 22, 15, 12, 9, 7, 12, 12, 12, 12, 9, 25, 8, 20, 10, 9, 12, 12, 9, 17, 9, 9, 28, 9, 9, 10, 9, 8, 42, 9, 16, 9, 11, 9, 12, 19, 12, 13, 25, 18, 20, 17, 21, 21, 9, 9, 13, 20, 15, 8, 9, 9, 15, 20, 9, 9, 17, 16, 14, 9, 7, 12, 16, 19, 10, 9, 15, 15, 15, 13, 9, 9, 9, 9, 11, 13, 9, 12, 9, 9, 9, 21, 12, 8, 9, 13, 17, 12, 9, 19, 8, 9, 13, 9, 14, 7, 12, 8, 12, 13, 13, 25, 13, 22, 12, 8, 8, 12, 9, 9, 11, 25, 12, 12, 9, 20, 25, 10, 14, 9, 9, 10, 9, 20, 25, 12, 9, 10, 14, 9, 9, 11, 12, 9, 9, 11, 9, 12, 9, 9, 9, 12, 9, 9, 18, 17, 12, 25, 19, 13, 9, 12, 9, 9, 9, 15, 9, 9, 10, 22, 19, 9, 12, 10, 19, 11, 20, 12, 9, 9, 13, 11, 12, 9, 9, 12, 8, 8, 9, 23, 10, 15, 9, 11, 17, 14, 12, 10, 15, 9, 22, 17, 25, 9, 10, 9, 11, 12, 14, 9, 8, 12, 18, 17, 9, 14, 12, 9, 12, 9, 7, 13, 9, 9, 18, 25, 14, 13, 13, 9, 18, 9, 18, 9, 8, 19, 12, 12, 25, 16, 8, 13, 9, 25, 12, 9, 9, 12, 9, 12, 12, 25, 8, 23, 9, 9, 8, 9, 9, 13, 10, 13, 17, 9, 9, 12, 14, 14, 12, 12, 11, 9, 9, 25, 9, 11, 8, 12, 9, 9, 8, 9, 13, 9, 12, 25, 9, 12, 9, 12, 9, 12, 15, 16, 8, 25, 14, 9, 16, 22, 9, 12, 9, 17, 9, 19, 15, 9, 25, 12, 9, 9, 9, 12, 9, 9, 9, 12, 9, 18, 16, 14, 12, 13, 23, 12, 25, 15, 12, 9, 12, 9, 10, 9, 23, 8, 12, 9, 9, 10] | |
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| 14.8649 | 7.0 | 175 | 12.6853 | 10.8788 | [18, 14, 15, 11, 9, 9, 13, 9, 9, 9, 14, 9, 9, 11, 9, 9, 25, 9, 12, 42, 17, 9, 9, 9, 14, 9, 42, 12, 28, 9, 9, 9, 13, 9, 18, 16, 9, 9, 9, 9, 8, 9, 12, 9, 9, 15, 22, 12, 12, 9, 7, 12, 12, 12, 12, 9, 25, 8, 20, 10, 9, 12, 12, 9, 17, 9, 9, 15, 9, 9, 10, 9, 8, 42, 9, 16, 9, 11, 9, 12, 19, 12, 13, 12, 18, 20, 17, 21, 20, 9, 9, 13, 20, 15, 8, 9, 9, 15, 20, 9, 9, 15, 16, 14, 9, 7, 12, 16, 19, 12, 9, 22, 9, 15, 13, 9, 9, 9, 9, 11, 13, 9, 12, 9, 9, 9, 21, 12, 9, 9, 13, 17, 7, 9, 23, 8, 9, 13, 9, 14, 7, 12, 8, 12, 14, 11, 25, 13, 22, 12, 8, 8, 12, 9, 9, 15, 25, 12, 9, 9, 20, 25, 10, 14, 9, 9, 12, 9, 20, 25, 12, 9, 10, 14, 9, 9, 11, 12, 9, 14, 11, 9, 12, 9, 9, 9, 12, 14, 11, 9, 17, 12, 25, 19, 13, 9, 12, 9, 9, 9, 15, 12, 9, 10, 22, 26, 9, 12, 10, 19, 11, 20, 12, 9, 9, 13, 11, 12, 9, 9, 12, 8, 11, 9, 23, 10, 15, 9, 11, 17, 14, 9, 10, 15, 9, 22, 18, 25, 9, 10, 9, 11, 12, 14, 9, 8, 12, 18, 17, 9, 20, 12, 9, 12, 9, 8, 14, 9, 13, 18, 25, 9, 13, 13, 9, 18, 9, 18, 9, 8, 19, 12, 12, 25, 16, 9, 13, 9, 25, 12, 22, 9, 12, 8, 12, 12, 25, 8, 23, 9, 9, 9, 13, 7, 9, 10, 13, 12, 9, 9, 12, 14, 14, 21, 12, 11, 9, 9, 25, 12, 11, 8, 12, 9, 9, 9, 9, 13, 9, 12, 9, 9, 12, 9, 12, 9, 12, 15, 16, 9, 25, 9, 9, 16, 22, 9, 12, 9, 20, 9, 19, 15, 9, 25, 12, 9, 9, 8, 12, 9, 14, 9, 12, 9, 18, 16, 9, 12, 7, 15, 12, 25, 15, 12, 9, 12, 9, 10, 9, 23, 9, 12, 9, 9, 10] | |
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| 14.7746 | 8.0 | 200 | 12.6853 | 10.8788 | [18, 14, 15, 11, 9, 9, 13, 9, 9, 9, 14, 9, 9, 11, 9, 9, 25, 9, 12, 42, 17, 9, 9, 9, 14, 9, 42, 12, 28, 9, 9, 9, 13, 9, 18, 16, 9, 9, 9, 9, 8, 9, 12, 9, 9, 15, 22, 12, 12, 9, 7, 12, 12, 12, 12, 9, 25, 8, 20, 10, 9, 12, 12, 9, 17, 9, 9, 15, 9, 9, 10, 9, 8, 42, 9, 16, 9, 11, 9, 12, 19, 12, 13, 12, 18, 20, 17, 21, 20, 9, 9, 13, 20, 15, 8, 9, 9, 15, 20, 9, 9, 15, 16, 14, 9, 7, 12, 16, 19, 12, 9, 22, 9, 15, 13, 9, 9, 9, 9, 11, 13, 9, 12, 9, 9, 9, 21, 12, 9, 9, 13, 17, 7, 9, 23, 8, 9, 13, 9, 14, 7, 12, 8, 12, 14, 11, 25, 13, 22, 12, 8, 8, 12, 9, 9, 15, 25, 12, 9, 9, 20, 25, 10, 14, 9, 9, 12, 9, 20, 25, 12, 9, 10, 14, 9, 9, 11, 12, 9, 14, 11, 9, 12, 9, 9, 9, 12, 14, 11, 9, 17, 12, 25, 19, 13, 9, 12, 9, 9, 9, 15, 12, 9, 10, 22, 26, 9, 12, 10, 19, 11, 20, 12, 9, 9, 13, 11, 12, 9, 9, 12, 8, 11, 9, 23, 10, 15, 9, 11, 17, 14, 9, 10, 15, 9, 22, 18, 25, 9, 10, 9, 11, 12, 14, 9, 8, 12, 18, 17, 9, 20, 12, 9, 12, 9, 8, 14, 9, 13, 18, 25, 9, 13, 13, 9, 18, 9, 18, 9, 8, 19, 12, 12, 25, 16, 9, 13, 9, 25, 12, 22, 9, 12, 8, 12, 12, 25, 8, 23, 9, 9, 9, 13, 7, 9, 10, 13, 12, 9, 9, 12, 14, 14, 21, 12, 11, 9, 9, 25, 12, 11, 8, 12, 9, 9, 9, 9, 13, 9, 12, 9, 9, 12, 9, 12, 9, 12, 15, 16, 9, 25, 9, 9, 16, 22, 9, 12, 9, 20, 9, 19, 15, 9, 25, 12, 9, 9, 8, 12, 9, 14, 9, 12, 9, 18, 16, 9, 12, 7, 15, 12, 25, 15, 12, 9, 12, 9, 10, 9, 23, 9, 12, 9, 9, 10] | |
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| 14.7766 | 9.0 | 225 | 12.6853 | 10.8788 | [18, 14, 15, 11, 9, 9, 13, 9, 9, 9, 14, 9, 9, 11, 9, 9, 25, 9, 12, 42, 17, 9, 9, 9, 14, 9, 42, 12, 28, 9, 9, 9, 13, 9, 18, 16, 9, 9, 9, 9, 8, 9, 12, 9, 9, 15, 22, 12, 12, 9, 7, 12, 12, 12, 12, 9, 25, 8, 20, 10, 9, 12, 12, 9, 17, 9, 9, 15, 9, 9, 10, 9, 8, 42, 9, 16, 9, 11, 9, 12, 19, 12, 13, 12, 18, 20, 17, 21, 20, 9, 9, 13, 20, 15, 8, 9, 9, 15, 20, 9, 9, 15, 16, 14, 9, 7, 12, 16, 19, 12, 9, 22, 9, 15, 13, 9, 9, 9, 9, 11, 13, 9, 12, 9, 9, 9, 21, 12, 9, 9, 13, 17, 7, 9, 23, 8, 9, 13, 9, 14, 7, 12, 8, 12, 14, 11, 25, 13, 22, 12, 8, 8, 12, 9, 9, 15, 25, 12, 9, 9, 20, 25, 10, 14, 9, 9, 12, 9, 20, 25, 12, 9, 10, 14, 9, 9, 11, 12, 9, 14, 11, 9, 12, 9, 9, 9, 12, 14, 11, 9, 17, 12, 25, 19, 13, 9, 12, 9, 9, 9, 15, 12, 9, 10, 22, 26, 9, 12, 10, 19, 11, 20, 12, 9, 9, 13, 11, 12, 9, 9, 12, 8, 11, 9, 23, 10, 15, 9, 11, 17, 14, 9, 10, 15, 9, 22, 18, 25, 9, 10, 9, 11, 12, 14, 9, 8, 12, 18, 17, 9, 20, 12, 9, 12, 9, 8, 14, 9, 13, 18, 25, 9, 13, 13, 9, 18, 9, 18, 9, 8, 19, 12, 12, 25, 16, 9, 13, 9, 25, 12, 22, 9, 12, 8, 12, 12, 25, 8, 23, 9, 9, 9, 13, 7, 9, 10, 13, 12, 9, 9, 12, 14, 14, 21, 12, 11, 9, 9, 25, 12, 11, 8, 12, 9, 9, 9, 9, 13, 9, 12, 9, 9, 12, 9, 12, 9, 12, 15, 16, 9, 25, 9, 9, 16, 22, 9, 12, 9, 20, 9, 19, 15, 9, 25, 12, 9, 9, 8, 12, 9, 14, 9, 12, 9, 18, 16, 9, 12, 7, 15, 12, 25, 15, 12, 9, 12, 9, 10, 9, 23, 9, 12, 9, 9, 10] | |
|
| 14.777 | 10.0 | 250 | 12.6853 | 10.8788 | [18, 14, 15, 11, 9, 9, 13, 9, 9, 9, 14, 9, 9, 11, 9, 9, 25, 9, 12, 42, 17, 9, 9, 9, 14, 9, 42, 12, 28, 9, 9, 9, 13, 9, 18, 16, 9, 9, 9, 9, 8, 9, 12, 9, 9, 15, 22, 12, 12, 9, 7, 12, 12, 12, 12, 9, 25, 8, 20, 10, 9, 12, 12, 9, 17, 9, 9, 15, 9, 9, 10, 9, 8, 42, 9, 16, 9, 11, 9, 12, 19, 12, 13, 12, 18, 20, 17, 21, 20, 9, 9, 13, 20, 15, 8, 9, 9, 15, 20, 9, 9, 15, 16, 14, 9, 7, 12, 16, 19, 12, 9, 22, 9, 15, 13, 9, 9, 9, 9, 11, 13, 9, 12, 9, 9, 9, 21, 12, 9, 9, 13, 17, 7, 9, 23, 8, 9, 13, 9, 14, 7, 12, 8, 12, 14, 11, 25, 13, 22, 12, 8, 8, 12, 9, 9, 15, 25, 12, 9, 9, 20, 25, 10, 14, 9, 9, 12, 9, 20, 25, 12, 9, 10, 14, 9, 9, 11, 12, 9, 14, 11, 9, 12, 9, 9, 9, 12, 14, 11, 9, 17, 12, 25, 19, 13, 9, 12, 9, 9, 9, 15, 12, 9, 10, 22, 26, 9, 12, 10, 19, 11, 20, 12, 9, 9, 13, 11, 12, 9, 9, 12, 8, 11, 9, 23, 10, 15, 9, 11, 17, 14, 9, 10, 15, 9, 22, 18, 25, 9, 10, 9, 11, 12, 14, 9, 8, 12, 18, 17, 9, 20, 12, 9, 12, 9, 8, 14, 9, 13, 18, 25, 9, 13, 13, 9, 18, 9, 18, 9, 8, 19, 12, 12, 25, 16, 9, 13, 9, 25, 12, 22, 9, 12, 8, 12, 12, 25, 8, 23, 9, 9, 9, 13, 7, 9, 10, 13, 12, 9, 9, 12, 14, 14, 21, 12, 11, 9, 9, 25, 12, 11, 8, 12, 9, 9, 9, 9, 13, 9, 12, 9, 9, 12, 9, 12, 9, 12, 15, 16, 9, 25, 9, 9, 16, 22, 9, 12, 9, 20, 9, 19, 15, 9, 25, 12, 9, 9, 8, 12, 9, 14, 9, 12, 9, 18, 16, 9, 12, 7, 15, 12, 25, 15, 12, 9, 12, 9, 10, 9, 23, 9, 12, 9, 9, 10] | |
|
| 14.7424 | 11.0 | 275 | 12.6853 | 10.8788 | [18, 14, 15, 11, 9, 9, 13, 9, 9, 9, 14, 9, 9, 11, 9, 9, 25, 9, 12, 42, 17, 9, 9, 9, 14, 9, 42, 12, 28, 9, 9, 9, 13, 9, 18, 16, 9, 9, 9, 9, 8, 9, 12, 9, 9, 15, 22, 12, 12, 9, 7, 12, 12, 12, 12, 9, 25, 8, 20, 10, 9, 12, 12, 9, 17, 9, 9, 15, 9, 9, 10, 9, 8, 42, 9, 16, 9, 11, 9, 12, 19, 12, 13, 12, 18, 20, 17, 21, 20, 9, 9, 13, 20, 15, 8, 9, 9, 15, 20, 9, 9, 15, 16, 14, 9, 7, 12, 16, 19, 12, 9, 22, 9, 15, 13, 9, 9, 9, 9, 11, 13, 9, 12, 9, 9, 9, 21, 12, 9, 9, 13, 17, 7, 9, 23, 8, 9, 13, 9, 14, 7, 12, 8, 12, 14, 11, 25, 13, 22, 12, 8, 8, 12, 9, 9, 15, 25, 12, 9, 9, 20, 25, 10, 14, 9, 9, 12, 9, 20, 25, 12, 9, 10, 14, 9, 9, 11, 12, 9, 14, 11, 9, 12, 9, 9, 9, 12, 14, 11, 9, 17, 12, 25, 19, 13, 9, 12, 9, 9, 9, 15, 12, 9, 10, 22, 26, 9, 12, 10, 19, 11, 20, 12, 9, 9, 13, 11, 12, 9, 9, 12, 8, 11, 9, 23, 10, 15, 9, 11, 17, 14, 9, 10, 15, 9, 22, 18, 25, 9, 10, 9, 11, 12, 14, 9, 8, 12, 18, 17, 9, 20, 12, 9, 12, 9, 8, 14, 9, 13, 18, 25, 9, 13, 13, 9, 18, 9, 18, 9, 8, 19, 12, 12, 25, 16, 9, 13, 9, 25, 12, 22, 9, 12, 8, 12, 12, 25, 8, 23, 9, 9, 9, 13, 7, 9, 10, 13, 12, 9, 9, 12, 14, 14, 21, 12, 11, 9, 9, 25, 12, 11, 8, 12, 9, 9, 9, 9, 13, 9, 12, 9, 9, 12, 9, 12, 9, 12, 15, 16, 9, 25, 9, 9, 16, 22, 9, 12, 9, 20, 9, 19, 15, 9, 25, 12, 9, 9, 8, 12, 9, 14, 9, 12, 9, 18, 16, 9, 12, 7, 15, 12, 25, 15, 12, 9, 12, 9, 10, 9, 23, 9, 12, 9, 9, 10] | |
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### Framework versions |
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- Transformers 4.34.0 |
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- Pytorch 2.1.0+cu121 |
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- Datasets 2.14.5 |
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- Tokenizers 0.14.1 |
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