---
license: apache-2.0
tags:
- generated_from_trainer
metrics:
- bleu
model-index:
- name: tokipona_model_v0.3
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# tokipona_model_v0.3

This model is a fine-tuned version of [t5-small](https://huggingface.co/t5-small) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 1.3850
- Bleu: 4.7891
- Gen Len: 17.9507

## 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: 0.0002
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 15
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch | Step | Validation Loss | Bleu   | Gen Len |
|:-------------:|:-----:|:----:|:---------------:|:------:|:-------:|
| No log        | 1.0   | 55   | 2.2953          | 0.285  | 19.0    |
| No log        | 2.0   | 110  | 1.9083          | 0.3426 | 19.0    |
| No log        | 3.0   | 165  | 1.7123          | 0.6444 | 18.6404 |
| No log        | 4.0   | 220  | 1.6110          | 1.1193 | 17.7291 |
| No log        | 5.0   | 275  | 1.5440          | 0.9035 | 17.8621 |
| No log        | 6.0   | 330  | 1.4924          | 0.8067 | 17.8424 |
| No log        | 7.0   | 385  | 1.4654          | 0.8635 | 17.8079 |
| No log        | 8.0   | 440  | 1.4445          | 2.3215 | 17.6059 |
| No log        | 9.0   | 495  | 1.4319          | 2.5679 | 17.4384 |
| 1.8308        | 10.0  | 550  | 1.4178          | 2.3622 | 17.7783 |
| 1.8308        | 11.0  | 605  | 1.4011          | 3.6065 | 17.6995 |
| 1.8308        | 12.0  | 660  | 1.3969          | 3.8257 | 17.8768 |
| 1.8308        | 13.0  | 715  | 1.3930          | 4.7373 | 17.8325 |
| 1.8308        | 14.0  | 770  | 1.3864          | 4.7501 | 17.9113 |
| 1.8308        | 15.0  | 825  | 1.3850          | 4.7891 | 17.9507 |


### Framework versions

- Transformers 4.28.0
- Pytorch 2.0.0+cu118
- Datasets 2.11.0
- Tokenizers 0.13.3