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: SBIC-google-t5-v1_1-large-intra_model-dataset-frequency-human_annots_str-pairwise-mse
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# SBIC-google-t5-v1_1-large-intra_model-dataset-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: 2.3408
- Loss: 0.2639
- Losses: [4, 2, 5, 2, 3, 2, 2, 2, 2, 3, 3, 2, 3, 2, 3, 2, 5, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 3, 2, 2, 2, 4, 2, 4, 2, 2, 2, 2, 5, 2, 2, 2, 3, 2, 2, 2, 2, 5, 2, 2, 2, 3, 2, 4, 2, 3, 4, 2, 2, 5, 2, 5, 2, 3, 3, 2, 0, 2, 3, 2, 2, 2, 2, 2, 2, 2, 3, 2, 1, 2, 3, 2, 3, 2, 2, 1, 2, 2, 5, 2, 3, 2, 2, 2, 2, 2, 2, 4, 2, 3, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 3, 4, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 1, 2, 2, 2, 3, 2, 3, 3, 2, 2, 2, 3, 2, 3, 2, 2, 3, 2, 2, 3, 2, 2, 2, 4, 2, 2, 2, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 3, 4, 2, 3, 2, 2, 2, 3, 5, 5, 5, 4, 2, 2, 2, 2, 2, 2, 3, 2, 2, 4, 2, 2, 2, 1, 3, 2, 2, 2, 2, 2, 4, 2, 3, 2, 1, 3, 4, 2, 2, 2, 3, 2, 4, 2, 2, 3, 2, 3, 2, 4, 2, 2, 2, 2, 2, 2, 2, 2, 4, 2, 5, 3, 4, 2, 3, 2, 2, 2, 3, 5, 4, 2, 2, 2, 2, 4, 3, 3, 4, 2, 2, 5, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 1, 2, 2, 2, 3, 2, 3, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 3, 2, 2, 3, 2, 4, 2, 2, 2, 3, 5, 2, 0, 2, 3, 2, 2, 2, 2, 2, 2, 2, 3, 2, 4, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 4, 3, 2, 2, 2, 2, 2, 2, 2, 2, 4, 4, 2, 2, 4, 2, 2, 3, 3, 2, 2, 2, 2, 4, 3, 3, 2, 2, 2, 2, 2, 2, 2, 4, 2, 3, 2, 2, 3, 2, 2, 2, 3, 3, 2, 3, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 3, 2, 2, 3, 2, 2, 5, 2, 2, 2, 3, 3, 2, 2, 2, 4, 2, 4, 4, 4, 2, 3, 3, 2, 3, 2, 2, 3, 3, 3, 2, 2, 2, 4, 3, 2, 2, 3, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 3, 2, 1, 2, 3, 2, 2, 3, 4, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 4, 2, 4, 2, 2, 2, 1, 2, 4, 3, 2, 2, 2, 3, 2, 2, 2, 3, 4, 2, 3, 2, 2, 5, 4, 4, 2, 2, 5, 2, 3, 4, 2, 2, 2, 2, 2, 1, 3, 2, 2, 2, 3, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 3, 0, 3, 4, 2, 2, 4, 2, 2, 4, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 5, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 3, 2, 4, 2, 2, 2, 2, 4, 2, 3, 2, 3, 2, 2, 3, 3, 2, 5, 3, 2, 3, 2, 2, 2, 2, 2, 2, 4, 2, 2, 4, 2, 3, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 3, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 1, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 2, 2, 2, 4, 2, 2, 3, 2, 3, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 4, 2, 2, 3, 2, 2, 4, 2, 0, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 3, 2, 2, 4, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 2, 2, 3, 4, 0, 3, 2, 2, 2, 2, 2, 2, 3, 2, 4, 3, 2, 3, 4, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 3, 3, 2, 2, 2, 4, 4, 2, 2, 4, 2, 4, 3, 2, 2, 2, 4, 2, 4, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 5, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 4, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 1, 2, 2, 2, 2, 2, 2, 2, 5, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 4, 3, 2, 3, 2, 2, 1, 4, 2, 2, 2, 2, 2, 4, 4, 2, 5, 2, 2, 2, 2, 2, 2, 2, 4, 4, 3, 2, 2, 2, 2, 2, 2, 2, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 5, 2, 3, 2, 4, 2, 2, 4, 2, 2, 3, 2, 3, 2, 2, 5, 4, 4, 2, 2, 2, 2, 2, 2, 3, 2, 5, 2, 3, 2, 4, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 3, 2, 2, 2, 3, 2, 2, 4, 2, 2, 4, 2, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 3, 4, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 3, 2, 4, 3, 2, 2, 3, 2, 2, 1, 5, 2, 3, 2, 3, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 2, 2, 2, 4, 2, 2, 3, 3, 2, 3, 2, 2, 2, 2, 3, 2, 2, 3, 3, 2, 2, 2, 3, 2, 1, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 3, 3, 2, 2, 2, 3, 3, 2, 3, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 3, 2, 2, 2, 2, 3, 5, 2, 2, 5, 2, 3, 2, 2, 2, 2, 2, 2, 4, 2, 3, 2, 2, 2, 1, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 4, 2, 2, 2, 4, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 4, 2, 3, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 0, 0, 2, 2, 2, 3, 0, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 3, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 3, 3, 3, 2, 2, 2, 2, 2, 2, 2, 5, 3, 3, 2, 2, 2, 2, 2, 5, 3, 2, 4, 2, 2, 2, 2, 2, 3, 5, 3, 4, 2, 5, 2, 2, 2, 2, 2, 3, 2, 2, 1, 2, 2, 3, 2, 4, 2, 2, 1, 1, 4, 2, 2, 2, 2, 2, 2, 0, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 3, 2, 5, 2, 4, 2, 2, 2, 2, 3, 3, 2, 2, 2, 3, 2, 2, 2, 2, 5, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 3, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 2, 2, 2, 2, 1, 2, 2, 2, 2, 2, 2, 5, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 2, 2, 3, 2, 1, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 4, 2, 5, 2, 2, 2, 4, 2, 5, 2, 2, 2, 2, 5, 2, 2, 2, 2, 2, 2, 3, 4, 2, 2, 3, 2, 2, 2, 5, 4, 3, 2, 2, 2, 2, 4, 2, 4, 2, 2, 3, 3, 2, 2, 3, 5, 4, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 4, 2, 2, 3, 2, 2, 2, 2, 2, 2, 3, 3, 3, 5, 4, 4, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 0, 4, 2, 2, 2, 2, 3, 2, 2, 2, 2, 3, 4, 2, 1, 2, 2, 4, 2, 2, 2, 2, 2, 3, 3, 2, 2, 2, 2, 2, 2, 4, 2, 2, 2, 2, 2, 3, 2, 2, 5]

## 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: 32
- eval_batch_size: 32
- 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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| 7.6417        | 1.0   | 392   | 2.6841     | 8.2070          | [2, 3, 3, 3, 1, 3, 0, 3, 3, 3, 4, 3, 3, 3, 3, 0, 3, 4, 4, 3, 3, 0, 2, 7, 3, 0, 3, 0, 1, 4, 4, 0, 2, 2, 0, 3, 5, 0, 5, 4, 0, 3, 3, 3, 3, 3, 2, 2, 3, 3, 3, 3, 3, 3, 0, 3, 1, 0, 2, 3, 2, 2, 2, 0, 3, 1, 3, 3, 1, 2, 4, 2, 3, 1, 3, 3, 3, 3, 2, 0, 3, 2, 4, 2, 5, 4, 3, 10, 3, 3, 3, 3, 3, 3, 3, 1, 3, 5, 2, 4, 3, 3, 0, 0, 1, 3, 3, 1, 0, 3, 0, 3, 3, 5, 3, 4, 1, 2, 3, 4, 4, 3, 2, 3, 4, 3, 1, 1, 2, 5, 0, 3, 5, 4, 3, 0, 2, 2, 2, 0, 3, 3, 1, 3, 1, 1, 3, 3, 3, 4, 4, 1, 3, 3, 1, 4, 3, 1, 3, 8, 0, 1, 6, 0, 3, 0, 1, 3, 3, 0, 3, 2, 3, 0, 0, 1, 3, 1, 2, 3, 1, 0, 0, 2, 4, 3, 3, 3, 0, 3, 0, 5, 0, 0, 3, 4, 4, 2, 2, 3, 0, 3, 2, 1, 2, 3, 3, 3, 3, 4, 3, 2, 2, 5, 1, 1, 0, 3, 5, 2, 4, 0, 3, 3, 4, 0, 3, 3, 4, 3, 5, 0, 4, 0, 4, 1, 3, 2, 5, 3, 1, 3, 4, 4, 3, 3, 4, 2, 3, 2, 2, 3, 3, 3, 2, 2, 4, 2, 3, 3, 4, 0, 4, 2, 3, 3, 0, 3, 3, 5, 3, 1, 4, 0, 3, 3, 3, 0, 4, 3, 3, 3, 4, 4, 0, 3, 3, 3, 4, 4, 4, 3, 0, 3, 3, 2, 2, 5, 3, 3, 1, 6, 0, 3, 3, 1, 3, 5, 2, 3, 3, 3, 2, 3, 2, 3, 3, 0, 2, 2, 0, 5, 1, 3, 1, 3, 2, 3, 2, 3, 2, 1, 4, 1, 5, 4, 3, 0, 3, 3, 4, 3, 0, 2, 2, 3, 2, 4, 3, 0, 0, 3, 3, 2, 4, 3, 0, 2, 1, 1, 3, 5, 5, 3, 4, 3, 5, 2, 2, 3, 4, 2, 0, 3, 1, 1, 3, 0, 3, 0, 2, 4, 1, 3, 0, 4, 3, 2, 0, 2, 2, 0, 4, 3, 5, 3, 2, 2, 3, 2, 3, 3, 1, 3, 2, 3, 1, 4, 0, 3, 6, 3, 3, 4, 0, 3, 4, 2, 3, 4, 0, 3, 3, 2, 2, 6, 3, 3, 3, 3, 3, 1, 1, 3, 0, 5, 2, 4, 2, 4, 1, 3, 1, 3, 3, 1, 3, 3, 1, 1, 1, 3, 0, 4, 5, 3, 3, 5, 4, 4, 0, 3, 0, 2, 0, 4, 3, 0, 3, 2, 3, 2, 2, 2, 1, 3, 3, 3, 3, 3, 3, 4, 3, 3, 5, 5, 2, 4, 5, 3, 4, 3, 17, 3, 1, 2, 3, 1, 2, 3, 3, 4, 3, 4, 4, 5, 3, 3, 3, 4, 2, 3, 3, 0, 4, 2, 2, 3, 2, 3, 3, 2, 0, 1, 3, 3, 5, 1, 1, 4, 4, 4, 2, 2, 3, 2, 1, 2, 3, 3, 1, 1, 3, 3, 0, 0, 4, 4, 4, 3, 3, 3, 1, 1, 18, 0, 3, 0, 3, 3, 3, 3, 3, 3, 1, 0, 4, 1, 4, 2, 3, 2, 4, 0, 0, 4, 2, 4, 3, 3, 3, 3, 1, 3, 3, 0, 4, 0, 3, 3, 0, 3, 5, 3, 4, 5, 0, 0, 5, 0, 3, 2, 3, 2, 3, 3, 0, 3, 0, 2, 1, 0, 3, 4, 0, 8, 4, 2, 4, 4, 4, 2, 1, 2, 0, 3, 0, 4, 3, 4, 5, 1, 0, 9, 4, 3, 5, 1, 4, 4, 1, 0, 4, 0, 3, 0, 4, 3, 3, 5, 3, 0, 4, 0, 1, 3, 2, 3, 0, 3, 1, 4, 3, 2, 0, 3, 3, 0, 0, 2, 3, 3, 4, 3, 4, 1, 3, 3, 4, 3, 5, 4, 4, 4, 0, 3, 3, 7, 3, 4, 2, 0, 2, 1, 4, 4, 3, 3, 4, 2, 0, 0, 4, 5, 3, 3, 2, 2, 3, 4, 3, 3, 4, 3, 0, 3, 0, 2, 1, 2, 3, 5, 0, 3, 2, 3, 2, 4, 5, 3, 4, 2, 3, 4, 4, 3, 3, 4, 0, 3, 4, 4, 3, 3, 3, 3, 5, 3, 3, 4, 3, 0, 2, 2, 2, 3, 2, 4, 3, 0, 0, 4, 4, 4, 5, 3, 2, 2, 0, 2, 2, 1, 1, 4, 3, 0, 3, 3, 3, 2, 3, 2, 1, 3, 1, 0, 0, 3, 4, 4, 3, 3, 3, 0, 3, 4, 3, 3, 4, 1, 4, 3, 3, 2, 2, 3, 3, 2, 0, 2, 2, 4, 4, 3, 2, 4, 2, 3, 4, 0, 5, 3, 3, 5, 3, 3, 2, 3, 3, 3, 5, 0, 2, 3, 4, 3, 3, 2, 4, 5, 0, 1, 3, 3, 0, 2, 0, 0, 5, 8, 4, 0, 5, 2, 12, 5, 4, 4, 3, 3, 3, 2, 4, 3, 4, 3, 0, 3, 0, 5, 4, 2, 3, 0, 5, 3, 3, 3, 2, 3, 4, 0, 0, 1, 3, 3, 4, 0, 4, 2, 3, 2, 3, 2, 3, 11, 2, 5, 3, 3, 3, 3, 3, 3, 2, 3, 3, 1, 5, 0, 0, 0, 4, 4, 3, 3, 2, 0, 3, 4, 3, 3, 3, 3, 3, 1, 3, 3, 4, 3, 3, 4, 3, 2, 3, 0, 0, 1, 3, 4, 3, 4, 0, 18, 3, 1, 5, 2, 4, 0, 0, 3, 3, 4, 3, 3, 0, 1, 3, 2, 0, 3, 2, 3, 0, 3, 3, 3, 4, 0, 3, 0, 3, 3, 3, 4, 2, 4, 3, 3, 2, 3, 3, 2, 4, 3, 2, 4, 3, 1, 3, 3, 0, 4, 3, 4, 4, 1, 4, 4, 0, 4, 3, 2, 3, 0, 2, 5, 3, 3, 3, 5, 2, 0, 3, 4, 4, 7, 2, 4, 3, 3, 3, 2, 5, 0, 3, 0, 3, 3, 0, 3, 2, 8, 4, 2, 4, 3, 1, 1, 3, 0, 4, 4, 4, 2, 3, 3, 1, 4, 1, 4, 3, 0, 3, 3, 3, 2, 2, 3, 9, 2, 2, 0, 4, 4, 0, 4, 3, 1, 1, 4, 3, 0, 3, 3, 3, 8, 3, 3, 2, 3, 0, 2, 2, 4, 0, 2, 3, 0, 0, 4, 3, 3, 3, 0, 4, 3, 1, 4, 3, 3, 5, 8, 5, 2, 2, 4, 2, 3, 2, 4, 3, 5, 3, 4, 1, 3, 3, 3, 4, 8, 3, 0, 3, 1, 4, 2, 4, 1, 3, 3, 3, 3, 3, 3, 2, 5, 3, 3, 1, 3, 3, 3, 2, 12, 0, 2, 4, 2, 2, 3, 4, 3, 3, 4, 3, 3, 3, 3, 3, 1, 0, 3, 3, 5, 3, 4, 0, 0, 3, 3, 0, 3, 2, 0, 0, 2, 2, 4, 3, 2, 0, 3, 3, 3, 0, 3, 1, 4, 4, 3, 3, 3, 3, 3, 3, 3, 4, 4, 3, 3, 2, 4, 0, 4, 3, 0, 1, 4, 4, 4, 1, 3, 3, 2, 5, 1, 3, 3, 4, 3, 3, 3, 3, 3, 3, 7, 3, 3, 4, 0, 5, 3, 3, 3, 4, 3, 2, 3, 0, 3, 5, 4, 1, 1, 1, 4, 0, 0, 0, 18, 3, 0, 3, 3, 3, 4, 2, 5, 3, 3, 2, 1, 2, 0, 3, 3, 3, 3, 9, 1, 3, 3, 2, 4, 3, 3, 2, 3, 2, 3, 4, 2, 3, 1, 4, 3, 1, 3, 1, 3, 3, 2, 5, 2, 3, 5, 5, 4, 3, 4, 1, 2, 3, 3, 1, 3, 3, 4, 3, 4, 3, 2, 3, 1, 3, 1, 3, 3, 3, 0, 1, 3, 3, 0, 2, 9, 2, 3, 3, 1, 5, 0, 2, 2, 1, 3, 4, 4, 4, 4, 0, 3, 0, 3, 3, 0, 3, 5, 3, 1, 3, 0, 4, 3, 5, 3, 3, 2, 4, 4, 2, 4, 0, 0, 0, 5, 4, 3, 3, 4, 3, 3, 3, 3, 3, 5, 3, 3, 3, 3, 3, 5, 3, 3, 3, 3, 3, 1, 2, 4, 5, 0, 3, 4, 3, 2, 0, 3, 5, 4, 3, 3, 3, 5, 3, 3, 13, 4, 3, 3, 0, 3, 5, 3, 3, 0, 3, 3, 0, 5, 0, 2, 5, 4, 3, 0, 3, 4, 3, 3, 4, 4, 4, 3, 0, 4, 3, 3, 3, 5, 3, 4, 1, 2, 2, 0, 3, 3, 4, 5, 3, 2, 1, 4, 4, 4, 0, 0, 0, 0, 3, 0, 4, 1, 3, 3, 2, 3, 5, 5, 3, 3, 2, 3, 4, 0, 5, 2, 1, 3, 1, 3, 0, 2, 3, 0, 3, 3, 3, 2, 1, 5, 2, 0, 0, 0, 4, 2, 3, 4, 3, 2, 4, 4, 3, 4, 2, 3, 3, 3, 1, 4, 0, 4, 3, 1, 3, 0, 5, 2, 4, 1, 4, 3, 5, 1, 4, 4, 4, 3, 3, 3, 5, 5, 4, 2, 0, 3, 2, 0, 5, 3, 3, 2, 4, 1, 3, 3, 2, 4, 3, 2, 1, 3, 3, 5, 4, 0, 4, 2, 4, 5] |
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### Framework versions

- Transformers 4.34.0
- Pytorch 2.1.0+cu121
- Datasets 2.14.5
- Tokenizers 0.14.1
