generated_from_trainer base_model:google/t5-v1_1-large license:apache-2.0 region:us
---
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-human_annots_str-pairwise-mse-cycle2
  results: []
---

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# SChem5Labels-google-t5-v1_1-large-inter_model-frequency-human_annots_str-pairwise-mse-cycle2

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, 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]        |
| 14.3259       | 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
