---
license: apache-2.0
tags:
- generated_from_trainer
model-index:
- name: byt5-small-cmudict
  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. -->

# byt5-small-cmudict

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: 0.0802
- Per: 0.1151
- Gen Len: 14.6046

## 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 |
|:-------------:|:-----:|:----:|:---------------:|:------:|:-------:|
| 1.1569        | 1.0   | 845  | 0.1433          | 0.1751 | 14.5711 |
| 0.1409        | 2.0   | 1690 | 0.1049          | 0.1383 | 14.5844 |
| 0.1073        | 3.0   | 2535 | 0.0901          | 0.1281 | 14.6058 |
| 0.0927        | 4.0   | 3380 | 0.0855          | 0.1237 | 14.5798 |
| 0.0833        | 5.0   | 4225 | 0.0839          | 0.1207 | 14.6139 |
| 0.0762        | 6.0   | 5070 | 0.0809          | 0.118  | 14.5913 |
| 0.0707        | 7.0   | 5915 | 0.0810          | 0.1171 | 14.6055 |
| 0.0667        | 8.0   | 6760 | 0.0796          | 0.1166 | 14.6025 |
| 0.0638        | 9.0   | 7605 | 0.0793          | 0.115  | 14.6115 |
| 0.0609        | 10.0  | 8450 | 0.0802          | 0.1151 | 14.6046 |


### Framework versions

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