---
license: apache-2.0
tags:
- generated_from_trainer
model-index:
- name: byt5-small-wikipron-eng-latn-uk-broad
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# byt5-small-wikipron-eng-latn-uk-broad

This model is a fine-tuned version of [google/byt5-small](https://huggingface.co/google/byt5-small) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.1572
- Per: 0.2426
- Gen Len: 15.8324

## 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: 128
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 10.0

### Training results

| Training Loss | Epoch | Step | Validation Loss | Per    | Gen Len |
|:-------------:|:-----:|:----:|:---------------:|:------:|:-------:|
| 1.8915        | 1.0   | 393  | 0.2827          | 0.3507 | 15.8408 |
| 0.2887        | 2.0   | 786  | 0.2034          | 0.2885 | 15.8807 |
| 0.2216        | 3.0   | 1179 | 0.1804          | 0.263  | 15.8084 |
| 0.1934        | 4.0   | 1572 | 0.1683          | 0.2543 | 15.8182 |
| 0.1772        | 5.0   | 1965 | 0.1663          | 0.2499 | 15.8002 |
| 0.1656        | 6.0   | 2358 | 0.1605          | 0.2475 | 15.7992 |
| 0.1566        | 7.0   | 2751 | 0.1588          | 0.2457 | 15.8289 |
| 0.1509        | 8.0   | 3144 | 0.1579          | 0.2427 | 15.8337 |
| 0.1459        | 9.0   | 3537 | 0.1562          | 0.243  | 15.8391 |
| 0.1424        | 10.0  | 3930 | 0.1572          | 0.2426 | 15.8324 |


### Framework versions

- Transformers 4.28.0.dev0
- Pytorch 1.13.1+cu117
- Datasets 2.9.0
- Tokenizers 0.13.2