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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: SBIC-google-t5-v1_1-large-inter_model-dataset-frequency-model_annots_str-pairwise-mse |
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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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# SBIC-google-t5-v1_1-large-inter_model-dataset-frequency-model_annots_str-pairwise-mse |
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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: 2.6624 |
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- Loss: 0.3985 |
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- Losses: [2, 2, 2, 1, 3, 2, 3, 2, 2, 2, 2, 6, 3, 3, 2, 3, 6, 2, 6, 2, 2, 2, 2, 4, 3, 2, 3, 2, 2, 3, 2, 3, 3, 3, 2, 2, 4, 6, 2, 2, 3, 6, 2, 2, 3, 3, 2, 2, 2, 2, 2, 2, 6, 2, 3, 2, 3, 3, 4, 6, 2, 3, 2, 3, 2, 3, 3, 4, 2, 4, 2, 2, 4, 3, 2, 3, 2, 6, 3, 2, 2, 3, 2, 2, 2, 2, 3, 2, 6, 6, 6, 6, 2, 2, 3, 2, 2, 4, 6, 2, 4, 2, 3, 3, 2, 3, 2, 3, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 6, 2, 3, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, 3, 2, 2, 3, 2, 2, 2, 3, 3, 2, 2, 3, 2, 3, 2, 2, 6, 2, 3, 3, 2, 3, 6, 6, 2, 2, 2, 2, 3, 2, 2, 3, 3, 2, 4, 2, 2, 2, 6, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 6, 2, 2, 3, 3, 2, 2, 1, 2, 2, 2, 2, 1, 6, 2, 2, 1, 2, 2, 2, 3, 3, 2, 2, 3, 2, 3, 4, 2, 2, 2, 3, 2, 1, 2, 2, 8, 2, 2, 3, 1, 2, 2, 2, 2, 3, 2, 2, 1, 2, 2, 2, 2, 2, 2, 2, 2, 6, 2, 4, 6, 2, 2, 3, 2, 2, 2, 2, 3, 2, 3, 2, 2, 3, 4, 2, 2, 2, 6, 2, 3, 2, 2, 2, 6, 2, 3, 2, 3, 3, 6, 2, 3, 2, 6, 3, 3, 2, 2, 2, 2, 2, 0, 2, 2, 2, 6, 2, 2, 2, 3, 2, 2, 2, 2, 3, 3, 3, 2, 6, 3, 2, 3, 5, 2, 2, 1, 6, 0, 2, 6, 3, 2, 4, 2, 2, 2, 2, 3, 6, 2, 3, 2, 6, 2, 2, 6, 2, 3, 2, 2, 2, 6, 2, 4, 4, 2, 2, 2, 4, 6, 2, 2, 2, 3, 2, 2, 2, 2, 2, 5, 6, 2, 2, 2, 3, 2, 2, 2, 2, 1, 2, 2, 2, 2, 6, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 0, 3, 2, 6, 2, 2, 2, 2, 3, 2, 2, 2, 3, 2, 3, 2, 2, 6, 2, 2, 2, 3, 6, 2, 3, 6, 6, 2, 2, 2, 3, 3, 2, 3, 2, 2, 2, 3, 3, 2, 2, 3, 2, 2, 3, 2, 3, 6, 3, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 6, 3, 3, 6, 2, 2, 6, 3, 2, 2, 3, 3, 2, 3, 2, 3, 3, 3, 2, 2, 2, 4, 2, 2, 2, 2, 2, 6, 2, 3, 3, 2, 2, 3, 6, 2, 2, 4, 2, 2, 1, 2, 2, 1, 2, 3, 2, 2, 3, 2, 2, 2, 2, 5, 2, 2, 6, 2, 2, 6, 2, 6, 6, 5, 2, 1, 4, 2, 6, 2, 2, 2, 2, 6, 6, 2, 2, 2, 2, 2, 2, 3, 3, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 3, 2, 3, 4, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 4, 2, 3, 2, 2, 2, 2, 6, 6, 2, 6, 4, 2, 3, 6, 2, 2, 2, 2, 2, 3, 4, 2, 2, 2, 3, 2, 2, 2, 4, 3, 2, 2, 3, 2, 2, 3, 6, 2, 5, 3, 2, 2, 2, 3, 3, 2, 2, 4, 4, 2, 2, 2, 6, 3, 2, 3, 2, 2, 2, 3, 2, 4, 3, 2, 2, 2, 3, 2, 6, 2, 3, 2, 3, 2, 2, 2, 4, 2, 5, 3, 2, 2, 3, 6, 2, 2, 3, 2, 3, 2, 3, 2, 3, 2, 2, 2, 2, 3, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 5, 2, 2, 6, 2, 2, 3, 4, 2, 2, 3, 3, 2, 2, 2, 2, 5, 5, 2, 2, 2, 3, 3, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 3, 2, 2, 2, 2, 3, 3, 2, 2, 2, 2, 0, 2, 3, 2, 3, 2, 2, 2, 2, 2, 2, 3, 2, 2, 1, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 6, 3, 2, 3, 6, 3, 2, 2, 6, 2, 2, 2, 2, 6, 3, 2, 6, 2, 2, 3, 3, 3, 3, 1, 2, 2, 2, 2, 2, 1, 2, 2, 2, 2, 2, 2, 4, 3, 2, 3, 6, 6, 3, 2, 3, 2, 2, 3, 2, 2, 2, 2, 3, 2, 2, 6, 3, 2, 3, 2, 3, 2, 2, 3, 2, 2, 2, 2, 2, 3, 2, 2, 2, 3, 3, 2, 2, 2, 4, 6, 2, 3, 2, 2, 6, 2, 6, 6, 6, 6, 2, 3, 2, 2, 6, 2, 6, 2, 3, 2, 2, 2, 2, 1, 4, 3, 2, 6, 1, 2, 0, 3, 2, 2, 2, 2, 3, 2, 3, 6, 2, 2, 2, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 2, 3, 2, 0, 2, 2, 2, 3, 2, 2, 4, 2, 3, 2, 2, 4, 6, 2, 2, 2, 6, 2, 3, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 1, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 6, 2, 2, 2, 2, 1, 2, 3, 6, 2, 3, 2, 2, 2, 3, 2, 3, 6, 6, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 3, 2, 2, 2, 2, 2, 2, 2, 6, 2, 4, 2, 3, 2, 2, 3, 2, 2, 6, 2, 4, 2, 2, 6, 3, 2, 2, 3, 3, 3, 2, 6, 2, 2, 2, 2, 3, 3, 6, 3, 2, 2, 2, 6, 2, 2, 2, 3, 2, 3, 3, 2, 2, 2, 2, 3, 3, 3, 4, 2, 2, 2, 2, 2, 4, 4, 3, 3, 3, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 6, 4, 2, 2, 6, 3, 2, 6, 2, 2, 2, 8, 4, 2, 3, 2, 2, 2, 6, 2, 2, 3, 2, 3, 2, 4, 2, 2, 2, 2, 2, 3, 3, 2, 2, 3, 6, 2, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 3, 3, 3, 2, 6, 6, 3, 2, 2, 2, 2, 2, 2, 5, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 4, 3, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 6, 2, 2, 2, 6, 2, 2, 3, 3, 2, 2, 3, 3, 3, 2, 2, 2, 1, 2, 2, 1, 3, 2, 4, 5, 2, 2, 3, 2, 2, 2, 3, 2, 2, 3, 4, 2, 2, 2, 2, 2, 2, 3, 2, 3, 2, 2, 2, 2, 2, 2, 6, 6, 2, 2, 2, 6, 2, 3, 3, 2, 2, 2, 4, 2, 2, 3, 2, 6, 2, 2, 2, 6, 6, 2, 2, 2, 6, 4, 2, 3, 2, 0, 2, 2, 2, 4, 4, 6, 2, 6, 2, 5, 2, 3, 6, 3, 2, 6, 1, 2, 3, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 6, 1, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 1, 2, 2, 3, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 4, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 6, 2, 6, 2, 4, 2, 3, 2, 6, 2, 2, 2, 2, 3, 2, 2, 3, 2, 2, 3, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 6, 2, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 6, 2, 2, 2, 2, 3, 2, 2, 6, 6, 2, 2, 2, 2, 2, 2, 6, 2, 2, 6, 2, 2, 2, 6, 6, 2, 2, 3, 2, 2, 2, 3, 4, 4, 3, 2, 1, 2, 2, 2, 2, 2, 1, 4, 2, 3, 2, 6, 2, 3, 6, 4, 2, 3, 3, 2, 2, 2, 3, 2, 2, 3, 2, 2, 6, 2, 3, 6, 2, 2, 6, 2, 6, 2, 3, 2, 2, 6, 2, 3, 2, 2, 2, 3, 2, 2, 2, 6, 3, 2, 3, 3, 2, 2, 6, 4, 2, 2, 2, 2, 2, 1, 2, 3, 2, 6, 6, 2, 3, 3, 2, 2, 2, 6, 4, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 8, 2, 2, 2, 2, 3, 2, 6, 4, 3, 6, 6, 2, 2, 3, 2, 6, 2, 4, 2, 2, 2, 2, 2, 2, 3, 2, 4, 3, 2, 2, 2, 6, 6, 2, 2, 2, 4, 2, 2, 2, 6, 3, 2, 6, 2, 2, 6, 0, 2, 6, 2, 2, 3, 3, 2, 2, 2, 2, 6, 3, 3, 3, 2, 2, 2, 2, 2, 2, 2, 2, 4, 2, 6, 2] |
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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: 32 |
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- eval_batch_size: 32 |
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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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| 7.1784 | 1.0 | 392 | 7.6387 | 7.3545 | [7, 9, 9, 7, 7, 7, 7, 8, 8, 9, 8, 8, 8, 6, 4, 8, 9, 9, 9, 4, 9, 9, 9, 7, 5, 8, 8, 9, 8, 8, 9, 6, 7, 4, 7, 9, 8, 8, 9, 9, 8, 7, 7, 9, 8, 7, 9, 8, 9, 4, 7, 6, 8, 9, 8, 6, 6, 8, 5, 9, 8, 8, 9, 9, 9, 8, 2, 8, 9, 8, 9, 8, 8, 9, 6, 8, 9, 9, 8, 9, 6, 8, 9, 7, 9, 9, 7, 10, 9, 7, 8, 8, 6, 8, 3, 7, 8, 4, 9, 4, 8, 6, 9, 7, 8, 5, 4, 2, 6, 8, 9, 9, 8, 8, 5, 8, 8, 4, 8, 8, 8, 4, 9, 4, 8, 8, 9, 9, 4, 9, 6, 6, 8, 7, 8, 9, 7, 7, 9, 8, 7, 9, 8, 8, 9, 6, 8, 4, 6, 9, 9, 8, 9, 8, 7, 8, 8, 7, 7, 9, 9, 8, 8, 7, 8, 5, 9, 8, 9, 4, 9, 9, 7, 7, 7, 9, 9, 7, 9, 9, 7, 9, 9, 9, 8, 7, 8, 4, 8, 9, 9, 6, 8, 7, 7, 7, 6, 6, 9, 6, 6, 9, 7, 4, 9, 8, 9, 5, 8, 8, 8, 8, 9, 8, 8, 8, 9, 5, 9, 9, 8, 7, 9, 9, 7, 9, 9, 8, 9, 6, 9, 7, 7, 9, 9, 6, 7, 4, 9, 9, 15, 9, 9, 4, 8, 4, 7, 8, 4, 9, 7, 7, 5, 6, 8, 7, 7, 8, 7, 9, 9, 9, 8, 9, 8, 8, 6, 9, 8, 7, 8, 9, 8, 8, 8, 9, 8, 4, 8, 8, 8, 9, 8, 9, 7, 9, 6, 7, 8, 9, 7, 9, 8, 7, 8, 9, 8, 9, 9, 5, 8, 8, 9, 8, 3, 7, 9, 4, 7, 7, 6, 8, 7, 4, 8, 8, 9, 9, 7, 7, 9, 8, 7, 8, 9, 9, 8, 7, 9, 7, 4, 8, 8, 8, 8, 9, 8, 7, 8, 4, 7, 9, 3, 6, 8, 6, 6, 8, 8, 6, 9, 6, 4, 8, 8, 7, 8, 7, 9, 4, 8, 9, 8, 9, 6, 4, 4, 7, 9, 7, 9, 9, 9, 8, 7, 9, 9, 9, 9, 7, 8, 8, 7, 8, 7, 8, 9, 9, 9, 9, 8, 7, 9, 7, 8, 9, 8, 7, 9, 8, 9, 6, 9, 8, 9, 8, 9, 8, 8, 9, 8, 8, 4, 8, 4, 4, 9, 9, 9, 8, 9, 8, 8, 8, 9, 8, 4, 9, 9, 8, 8, 9, 6, 7, 9, 9, 9, 8, 9, 8, 7, 7, 8, 4, 8, 6, 9, 8, 8, 4, 9, 8, 8, 9, 8, 7, 6, 9, 7, 8, 4, 7, 8, 6, 9, 8, 9, 9, 8, 9, 8, 9, 9, 7, 8, 7, 7, 7, 2, 6, 8, 7, 7, 9, 7, 9, 7, 8, 9, 7, 9, 4, 24, 8, 3, 8, 9, 7, 9, 9, 8, 8, 9, 9, 8, 9, 2, 4, 7, 7, 4, 8, 9, 4, 8, 9, 9, 8, 7, 7, 9, 9, 8, 9, 7, 9, 9, 4, 8, 9, 9, 8, 7, 9, 7, 7, 8, 8, 9, 8, 6, 8, 7, 4, 9, 9, 9, 8, 8, 9, 8, 9, 6, 7, 11, 6, 9, 8, 8, 9, 7, 7, 4, 7, 9, 8, 9, 8, 9, 6, 8, 9, 8, 9, 9, 8, 13, 9, 7, 7, 8, 8, 9, 8, 8, 4, 8, 8, 8, 8, 4, 9, 14, 9, 8, 9, 4, 7, 6, 8, 7, 7, 9, 8, 8, 8, 9, 8, 7, 9, 11, 6, 8, 4, 8, 9, 9, 6, 4, 8, 8, 9, 6, 9, 8, 7, 4, 9, 8, 8, 4, 1, 9, 8, 8, 8, 9, 4, 8, 8, 9, 9, 6, 9, 4, 7, 6, 9, 8, 9, 4, 8, 9, 4, 9, 6, 9, 9, 9, 9, 8, 9, 8, 3, 8, 8, 9, 9, 5, 9, 7, 9, 6, 8, 9, 4, 9, 7, 5, 4, 9, 9, 9, 8, 8, 8, 4, 8, 9, 9, 7, 9, 9, 9, 7, 9, 8, 8, 8, 8, 7, 7, 8, 9, 8, 4, 4, 9, 9, 7, 4, 7, 9, 6, 9, 8, 7, 9, 7, 8, 9, 8, 6, 5, 9, 5, 4, 9, 9, 8, 9, 7, 7, 8, 9, 9, 4, 9, 9, 8, 8, 9, 8, 7, 8, 6, 9, 8, 9, 7, 9, 9, 6, 8, 9, 7, 6, 8, 5, 8, 8, 8, 5, 8, 9, 6, 9, 7, 7, 4, 9, 7, 8, 8, 6, 4, 6, 9, 5, 8, 8, 8, 7, 9, 4, 9, 7, 8, 8, 9, 9, 9, 8, 9, 8, 4, 9, 7, 9, 8, 9, 6, 8, 9, 9, 9, 4, 9, 6, 4, 8, 9, 5, 8, 8, 9, 9, 8, 8, 9, 8, 8, 9, 8, 9, 8, 8, 8, 9, 9, 7, 8, 9, 7, 9, 8, 9, 8, 9, 9, 9, 7, 2, 4, 8, 7, 8, 4, 6, 8, 8, 9, 9, 9, 9, 8, 8, 8, 7, 7, 9, 7, 7, 9, 8, 4, 9, 6, 4, 4, 9, 8, 5, 7, 8, 9, 8, 9, 9, 6, 8, 7, 6, 8, 9, 6, 8, 8, 8, 9, 6, 9, 9, 4, 7, 11, 4, 9, 4, 9, 9, 8, 5, 7, 9, 9, 9, 9, 9, 9, 9, 8, 9, 8, 9, 8, 9, 4, 4, 7, 9, 9, 9, 7, 7, 7, 6, 9, 5, 7, 8, 9, 9, 7, 6, 7, 9, 4, 7, 9, 9, 8, 9, 8, 4, 9, 8, 8, 8, 6, 9, 4, 6, 5, 4, 8, 9, 6, 9, 8, 7, 8, 9, 9, 9, 9, 8, 7, 9, 5, 8, 4, 9, 6, 9, 8, 9, 8, 9, 8, 9, 9, 8, 5, 9, 7, 5, 8, 8, 7, 9, 9, 9, 9, 8, 9, 5, 7, 9, 8, 9, 9, 7, 8, 9, 9, 8, 5, 8, 9, 9, 9, 9, 6, 8, 9, 8, 6, 9, 8, 7, 9, 9, 6, 8, 8, 9, 9, 7, 9, 8, 8, 7, 8, 9, 9, 9, 9, 7, 9, 7, 4, 9, 9, 8, 7, 9, 7, 9, 9, 9, 9, 2, 6, 4, 9, 8, 9, 8, 9, 9, 5, 8, 8, 8, 9, 9, 8, 9, 4, 8, 8, 4, 9, 8, 6, 8, 8, 9, 8, 7, 4, 8, 18, 4, 9, 9, 4, 9, 8, 6, 9, 8, 7, 6, 8, 9, 9, 9, 8, 4, 1, 8, 10, 9, 9, 4, 8, 9, 8, 9, 9, 6, 7, 8, 5, 7, 6, 9, 9, 8, 9, 9, 7, 7, 9, 9, 9, 8, 9, 9, 9, 7, 6, 9, 5, 8, 7, 9, 8, 8, 8, 7, 4, 9, 6, 8, 6, 7, 8, 7, 2, 9, 8, 9, 8, 9, 9, 9, 5, 9, 7, 9, 8, 7, 8, 7, 9, 7, 6, 8, 9, 8, 9, 8, 8, 7, 9, 9, 8, 7, 6, 9, 9, 7, 7, 4, 8, 9, 9, 9, 8, 7, 8, 8, 7, 7, 9, 9, 8, 7, 7, 9, 9, 8, 8, 8, 9, 6, 9, 7, 9, 4, 8, 4, 4, 9, 9, 9, 7, 4, 4, 9, 9, 5, 9, 12, 6, 7, 3, 8, 7, 9, 7, 6, 4, 8, 7, 9, 8, 8, 7, 9, 9, 5, 7, 9, 8, 6, 3, 8, 8, 9, 9, 9, 7, 9, 7, 9, 6, 6, 7, 8, 7, 9, 6, 9, 8, 7, 6, 9, 6, 9, 4, 9, 9, 8, 9, 4, 9, 9, 8, 9, 8, 7, 9, 9, 9, 8, 4, 8, 8, 7, 4, 9, 9, 9, 8, 8, 7, 9, 8, 7, 2, 9, 8, 9, 8, 9, 8, 9, 9, 7, 8, 9, 6, 9, 9, 8, 6, 9, 6, 9, 4, 8, 9, 9, 14, 8, 9, 9, 9, 9, 7, 8, 9, 7, 7, 8, 9, 9, 9, 3, 9, 9, 4, 7, 9, 5, 7, 8, 7, 4, 9, 7, 8, 8, 8, 7, 9, 8, 4, 4, 7, 7, 9, 7, 7, 8, 9, 9, 8, 8, 8, 8, 6, 9, 7, 7, 7, 9, 6, 8, 9, 9, 8, 8, 7, 9, 7, 8, 9, 8, 9, 8, 9, 4, 8, 9, 2, 8, 9, 8, 7, 9, 7, 8, 7, 13, 9, 8, 9, 5, 8, 8, 9, 6, 8, 8, 7, 4, 9, 9, 3, 8, 6, 9, 8, 9, 9, 4, 8, 9, 8, 9, 8, 9, 8, 4, 4, 8, 9, 8, 9, 9, 6, 9, 9, 9, 9, 8, 5, 7, 7, 5, 9, 8, 8, 2, 8, 4, 9, 6, 9, 7, 7, 5, 7, 8, 7, 9, 8, 5, 4, 8, 9, 8, 2, 9, 8, 6, 9, 4, 7, 9, 9, 8, 7, 9, 8, 9, 9, 9, 9, 8, 9, 7, 9, 9, 8, 8, 7, 7, 8, 9, 8, 6, 9, 8, 7, 9, 9, 9, 8, 8, 7, 6, 8, 8, 4, 9, 8, 9, 8, 8, 7, 5, 8, 9, 9, 8, 4, 9, 7, 9, 9, 4, 2, 5, 8, 9, 7, 8, 9, 9, 8, 9, 9, 8, 8, 8, 5, 9, 9, 9, 9, 5, 7, 8, 6, 4, 9, 8, 9] | |
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| 0.397 | 14.0 | 5488 | 2.6611 | 0.3954 | [2, 2, 2, 1, 3, 2, 3, 2, 2, 2, 2, 6, 3, 3, 2, 3, 6, 2, 6, 2, 2, 2, 2, 4, 3, 2, 3, 2, 2, 3, 2, 3, 3, 3, 2, 2, 4, 6, 2, 2, 3, 6, 2, 2, 3, 3, 2, 2, 2, 2, 2, 2, 6, 2, 3, 2, 3, 3, 4, 6, 2, 3, 2, 3, 2, 3, 3, 4, 2, 4, 2, 2, 4, 3, 2, 3, 2, 6, 3, 2, 2, 3, 2, 2, 2, 2, 3, 2, 6, 6, 6, 6, 2, 2, 3, 2, 2, 4, 6, 2, 4, 2, 3, 3, 2, 3, 2, 3, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 6, 2, 3, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, 3, 2, 2, 3, 2, 2, 2, 3, 3, 2, 2, 3, 2, 3, 2, 2, 6, 2, 3, 3, 2, 3, 6, 6, 2, 2, 2, 2, 3, 2, 2, 3, 3, 2, 4, 2, 2, 2, 6, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 6, 2, 2, 3, 3, 2, 2, 1, 2, 2, 2, 2, 1, 6, 2, 2, 1, 2, 2, 2, 3, 3, 2, 2, 3, 2, 3, 4, 2, 2, 2, 3, 2, 1, 2, 2, 6, 2, 2, 3, 1, 2, 2, 2, 2, 3, 2, 2, 1, 2, 2, 2, 2, 2, 2, 2, 2, 6, 2, 4, 6, 2, 2, 3, 2, 2, 2, 2, 3, 2, 3, 2, 2, 3, 4, 2, 2, 2, 6, 2, 3, 2, 2, 2, 6, 2, 3, 2, 3, 3, 6, 2, 3, 2, 6, 3, 3, 2, 2, 2, 2, 2, 0, 2, 2, 2, 6, 2, 2, 2, 3, 2, 2, 2, 2, 3, 3, 3, 2, 6, 3, 2, 3, 5, 2, 2, 1, 6, 0, 2, 6, 3, 2, 4, 2, 2, 2, 2, 3, 6, 2, 3, 2, 6, 2, 2, 6, 2, 3, 2, 2, 2, 6, 2, 4, 4, 2, 2, 2, 4, 6, 2, 2, 2, 3, 2, 2, 2, 2, 2, 5, 6, 2, 2, 2, 3, 2, 2, 2, 2, 1, 2, 2, 2, 2, 6, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 0, 3, 2, 6, 2, 2, 2, 2, 3, 2, 2, 2, 3, 2, 3, 2, 2, 6, 2, 2, 2, 3, 6, 2, 3, 6, 6, 2, 2, 2, 3, 3, 2, 3, 2, 2, 2, 3, 3, 2, 2, 3, 2, 2, 3, 2, 3, 6, 3, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 6, 3, 3, 6, 2, 2, 6, 3, 2, 2, 3, 3, 2, 3, 2, 3, 3, 3, 2, 2, 2, 4, 2, 2, 2, 2, 2, 6, 2, 3, 3, 2, 2, 3, 6, 2, 2, 4, 2, 2, 1, 2, 2, 1, 2, 3, 2, 2, 3, 2, 2, 2, 2, 5, 2, 2, 6, 2, 2, 6, 2, 6, 6, 5, 2, 1, 4, 2, 6, 2, 2, 2, 2, 6, 6, 2, 2, 2, 2, 2, 2, 3, 3, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 3, 2, 3, 4, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 4, 2, 3, 2, 2, 2, 2, 6, 6, 2, 6, 4, 2, 3, 6, 2, 2, 2, 2, 2, 3, 4, 2, 2, 2, 3, 2, 2, 2, 4, 3, 2, 2, 3, 2, 2, 3, 6, 2, 5, 3, 2, 2, 2, 3, 3, 2, 2, 4, 4, 2, 2, 2, 6, 3, 2, 3, 2, 2, 2, 3, 2, 4, 3, 2, 2, 2, 3, 2, 6, 2, 3, 2, 3, 2, 2, 2, 4, 2, 5, 3, 2, 2, 3, 6, 2, 2, 3, 2, 3, 2, 3, 2, 3, 2, 2, 2, 2, 3, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 5, 2, 2, 6, 2, 2, 3, 4, 2, 2, 3, 3, 2, 2, 2, 2, 5, 5, 2, 2, 2, 3, 3, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 3, 2, 2, 2, 2, 3, 3, 2, 2, 2, 2, 0, 2, 3, 2, 3, 2, 2, 2, 2, 2, 2, 3, 2, 2, 1, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 6, 3, 2, 3, 6, 3, 2, 2, 6, 2, 2, 2, 2, 6, 3, 2, 6, 2, 2, 3, 3, 3, 3, 1, 2, 2, 2, 2, 2, 1, 2, 2, 2, 2, 2, 2, 4, 3, 2, 3, 6, 6, 3, 2, 3, 2, 2, 3, 2, 2, 2, 2, 3, 2, 2, 6, 3, 2, 3, 2, 3, 2, 2, 3, 2, 2, 2, 2, 2, 3, 2, 2, 2, 3, 3, 2, 2, 2, 4, 6, 2, 3, 2, 2, 6, 2, 6, 6, 6, 6, 2, 3, 2, 2, 6, 2, 6, 2, 3, 2, 2, 2, 2, 1, 4, 3, 2, 6, 1, 2, 0, 3, 2, 2, 2, 2, 3, 2, 3, 6, 2, 2, 2, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 2, 3, 2, 0, 2, 2, 2, 3, 2, 2, 4, 2, 3, 2, 2, 4, 6, 2, 2, 2, 6, 2, 3, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 1, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 6, 2, 2, 2, 2, 1, 2, 3, 6, 2, 3, 2, 2, 2, 3, 2, 3, 6, 6, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 3, 2, 2, 2, 2, 2, 2, 2, 6, 2, 4, 2, 3, 2, 2, 3, 2, 2, 6, 2, 4, 2, 2, 6, 3, 2, 2, 3, 3, 3, 2, 6, 2, 2, 2, 2, 3, 3, 6, 3, 2, 2, 2, 6, 2, 2, 2, 3, 2, 3, 3, 2, 2, 2, 2, 3, 3, 3, 4, 2, 2, 2, 2, 2, 4, 4, 3, 3, 3, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 6, 4, 2, 2, 6, 3, 2, 6, 2, 2, 2, 8, 4, 2, 3, 2, 2, 2, 6, 2, 2, 3, 2, 3, 2, 4, 2, 2, 2, 2, 2, 3, 3, 2, 2, 3, 6, 2, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 3, 3, 3, 2, 6, 6, 3, 2, 2, 2, 2, 2, 2, 5, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 4, 3, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 6, 2, 2, 2, 6, 2, 2, 3, 3, 2, 2, 3, 3, 3, 2, 2, 2, 1, 2, 2, 1, 3, 2, 4, 5, 2, 2, 3, 2, 2, 2, 3, 2, 2, 3, 4, 2, 2, 2, 2, 2, 2, 3, 2, 3, 2, 2, 2, 2, 2, 2, 6, 6, 2, 2, 2, 6, 2, 3, 3, 2, 2, 2, 4, 2, 2, 3, 2, 6, 2, 2, 2, 6, 6, 2, 2, 2, 6, 4, 2, 3, 2, 0, 2, 2, 2, 4, 4, 6, 2, 6, 2, 5, 2, 3, 6, 3, 2, 6, 1, 2, 3, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 6, 1, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 1, 2, 2, 3, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 4, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 6, 2, 6, 2, 4, 2, 3, 2, 6, 2, 2, 2, 2, 3, 2, 2, 3, 2, 2, 3, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 6, 2, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 6, 2, 2, 2, 2, 3, 2, 2, 6, 6, 2, 2, 2, 2, 2, 2, 6, 2, 2, 6, 2, 2, 2, 6, 6, 2, 2, 3, 2, 2, 2, 3, 4, 4, 3, 2, 1, 2, 2, 2, 2, 2, 1, 4, 2, 3, 2, 6, 2, 3, 6, 4, 2, 3, 3, 2, 2, 2, 3, 2, 2, 3, 2, 2, 6, 2, 3, 6, 2, 2, 6, 2, 6, 2, 3, 2, 2, 6, 2, 3, 2, 2, 2, 3, 2, 2, 2, 6, 3, 2, 3, 3, 2, 2, 6, 4, 2, 2, 2, 2, 2, 1, 2, 3, 2, 6, 6, 2, 3, 3, 2, 2, 2, 6, 4, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 8, 2, 2, 2, 2, 3, 2, 6, 4, 3, 6, 6, 2, 2, 3, 2, 6, 2, 4, 2, 2, 2, 2, 2, 2, 3, 2, 4, 3, 2, 2, 2, 6, 6, 2, 2, 2, 4, 2, 2, 2, 6, 3, 2, 6, 2, 2, 6, 0, 2, 6, 2, 2, 3, 3, 2, 2, 2, 2, 6, 3, 3, 3, 2, 2, 2, 2, 2, 2, 2, 2, 4, 2, 6, 2] | |
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| 0.3902 | 15.0 | 5880 | 2.6624 | 0.3985 | [2, 2, 2, 1, 3, 2, 3, 2, 2, 2, 2, 6, 3, 3, 2, 3, 6, 2, 6, 2, 2, 2, 2, 4, 3, 2, 3, 2, 2, 3, 2, 3, 3, 3, 2, 2, 4, 6, 2, 2, 3, 6, 2, 2, 3, 3, 2, 2, 2, 2, 2, 2, 6, 2, 3, 2, 3, 3, 4, 6, 2, 3, 2, 3, 2, 3, 3, 4, 2, 4, 2, 2, 4, 3, 2, 3, 2, 6, 3, 2, 2, 3, 2, 2, 2, 2, 3, 2, 6, 6, 6, 6, 2, 2, 3, 2, 2, 4, 6, 2, 4, 2, 3, 3, 2, 3, 2, 3, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 6, 2, 3, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, 3, 2, 2, 3, 2, 2, 2, 3, 3, 2, 2, 3, 2, 3, 2, 2, 6, 2, 3, 3, 2, 3, 6, 6, 2, 2, 2, 2, 3, 2, 2, 3, 3, 2, 4, 2, 2, 2, 6, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 6, 2, 2, 3, 3, 2, 2, 1, 2, 2, 2, 2, 1, 6, 2, 2, 1, 2, 2, 2, 3, 3, 2, 2, 3, 2, 3, 4, 2, 2, 2, 3, 2, 1, 2, 2, 8, 2, 2, 3, 1, 2, 2, 2, 2, 3, 2, 2, 1, 2, 2, 2, 2, 2, 2, 2, 2, 6, 2, 4, 6, 2, 2, 3, 2, 2, 2, 2, 3, 2, 3, 2, 2, 3, 4, 2, 2, 2, 6, 2, 3, 2, 2, 2, 6, 2, 3, 2, 3, 3, 6, 2, 3, 2, 6, 3, 3, 2, 2, 2, 2, 2, 0, 2, 2, 2, 6, 2, 2, 2, 3, 2, 2, 2, 2, 3, 3, 3, 2, 6, 3, 2, 3, 5, 2, 2, 1, 6, 0, 2, 6, 3, 2, 4, 2, 2, 2, 2, 3, 6, 2, 3, 2, 6, 2, 2, 6, 2, 3, 2, 2, 2, 6, 2, 4, 4, 2, 2, 2, 4, 6, 2, 2, 2, 3, 2, 2, 2, 2, 2, 5, 6, 2, 2, 2, 3, 2, 2, 2, 2, 1, 2, 2, 2, 2, 6, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 0, 3, 2, 6, 2, 2, 2, 2, 3, 2, 2, 2, 3, 2, 3, 2, 2, 6, 2, 2, 2, 3, 6, 2, 3, 6, 6, 2, 2, 2, 3, 3, 2, 3, 2, 2, 2, 3, 3, 2, 2, 3, 2, 2, 3, 2, 3, 6, 3, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 6, 3, 3, 6, 2, 2, 6, 3, 2, 2, 3, 3, 2, 3, 2, 3, 3, 3, 2, 2, 2, 4, 2, 2, 2, 2, 2, 6, 2, 3, 3, 2, 2, 3, 6, 2, 2, 4, 2, 2, 1, 2, 2, 1, 2, 3, 2, 2, 3, 2, 2, 2, 2, 5, 2, 2, 6, 2, 2, 6, 2, 6, 6, 5, 2, 1, 4, 2, 6, 2, 2, 2, 2, 6, 6, 2, 2, 2, 2, 2, 2, 3, 3, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 3, 2, 3, 4, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 4, 2, 3, 2, 2, 2, 2, 6, 6, 2, 6, 4, 2, 3, 6, 2, 2, 2, 2, 2, 3, 4, 2, 2, 2, 3, 2, 2, 2, 4, 3, 2, 2, 3, 2, 2, 3, 6, 2, 5, 3, 2, 2, 2, 3, 3, 2, 2, 4, 4, 2, 2, 2, 6, 3, 2, 3, 2, 2, 2, 3, 2, 4, 3, 2, 2, 2, 3, 2, 6, 2, 3, 2, 3, 2, 2, 2, 4, 2, 5, 3, 2, 2, 3, 6, 2, 2, 3, 2, 3, 2, 3, 2, 3, 2, 2, 2, 2, 3, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 5, 2, 2, 6, 2, 2, 3, 4, 2, 2, 3, 3, 2, 2, 2, 2, 5, 5, 2, 2, 2, 3, 3, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 3, 2, 2, 2, 2, 3, 3, 2, 2, 2, 2, 0, 2, 3, 2, 3, 2, 2, 2, 2, 2, 2, 3, 2, 2, 1, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 6, 3, 2, 3, 6, 3, 2, 2, 6, 2, 2, 2, 2, 6, 3, 2, 6, 2, 2, 3, 3, 3, 3, 1, 2, 2, 2, 2, 2, 1, 2, 2, 2, 2, 2, 2, 4, 3, 2, 3, 6, 6, 3, 2, 3, 2, 2, 3, 2, 2, 2, 2, 3, 2, 2, 6, 3, 2, 3, 2, 3, 2, 2, 3, 2, 2, 2, 2, 2, 3, 2, 2, 2, 3, 3, 2, 2, 2, 4, 6, 2, 3, 2, 2, 6, 2, 6, 6, 6, 6, 2, 3, 2, 2, 6, 2, 6, 2, 3, 2, 2, 2, 2, 1, 4, 3, 2, 6, 1, 2, 0, 3, 2, 2, 2, 2, 3, 2, 3, 6, 2, 2, 2, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 2, 3, 2, 0, 2, 2, 2, 3, 2, 2, 4, 2, 3, 2, 2, 4, 6, 2, 2, 2, 6, 2, 3, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 1, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 6, 2, 2, 2, 2, 1, 2, 3, 6, 2, 3, 2, 2, 2, 3, 2, 3, 6, 6, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 3, 2, 2, 2, 2, 2, 2, 2, 6, 2, 4, 2, 3, 2, 2, 3, 2, 2, 6, 2, 4, 2, 2, 6, 3, 2, 2, 3, 3, 3, 2, 6, 2, 2, 2, 2, 3, 3, 6, 3, 2, 2, 2, 6, 2, 2, 2, 3, 2, 3, 3, 2, 2, 2, 2, 3, 3, 3, 4, 2, 2, 2, 2, 2, 4, 4, 3, 3, 3, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 6, 4, 2, 2, 6, 3, 2, 6, 2, 2, 2, 8, 4, 2, 3, 2, 2, 2, 6, 2, 2, 3, 2, 3, 2, 4, 2, 2, 2, 2, 2, 3, 3, 2, 2, 3, 6, 2, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 3, 3, 3, 2, 6, 6, 3, 2, 2, 2, 2, 2, 2, 5, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 3, 4, 3, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 6, 2, 2, 2, 6, 2, 2, 3, 3, 2, 2, 3, 3, 3, 2, 2, 2, 1, 2, 2, 1, 3, 2, 4, 5, 2, 2, 3, 2, 2, 2, 3, 2, 2, 3, 4, 2, 2, 2, 2, 2, 2, 3, 2, 3, 2, 2, 2, 2, 2, 2, 6, 6, 2, 2, 2, 6, 2, 3, 3, 2, 2, 2, 4, 2, 2, 3, 2, 6, 2, 2, 2, 6, 6, 2, 2, 2, 6, 4, 2, 3, 2, 0, 2, 2, 2, 4, 4, 6, 2, 6, 2, 5, 2, 3, 6, 3, 2, 6, 1, 2, 3, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 6, 1, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 1, 2, 2, 3, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 4, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 6, 2, 6, 2, 4, 2, 3, 2, 6, 2, 2, 2, 2, 3, 2, 2, 3, 2, 2, 3, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 6, 2, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 6, 2, 2, 2, 2, 3, 2, 2, 6, 6, 2, 2, 2, 2, 2, 2, 6, 2, 2, 6, 2, 2, 2, 6, 6, 2, 2, 3, 2, 2, 2, 3, 4, 4, 3, 2, 1, 2, 2, 2, 2, 2, 1, 4, 2, 3, 2, 6, 2, 3, 6, 4, 2, 3, 3, 2, 2, 2, 3, 2, 2, 3, 2, 2, 6, 2, 3, 6, 2, 2, 6, 2, 6, 2, 3, 2, 2, 6, 2, 3, 2, 2, 2, 3, 2, 2, 2, 6, 3, 2, 3, 3, 2, 2, 6, 4, 2, 2, 2, 2, 2, 1, 2, 3, 2, 6, 6, 2, 3, 3, 2, 2, 2, 6, 4, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 8, 2, 2, 2, 2, 3, 2, 6, 4, 3, 6, 6, 2, 2, 3, 2, 6, 2, 4, 2, 2, 2, 2, 2, 2, 3, 2, 4, 3, 2, 2, 2, 6, 6, 2, 2, 2, 4, 2, 2, 2, 6, 3, 2, 6, 2, 2, 6, 0, 2, 6, 2, 2, 3, 3, 2, 2, 2, 2, 6, 3, 3, 3, 2, 2, 2, 2, 2, 2, 2, 2, 4, 2, 6, 2] | |
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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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