---
license: apache-2.0
base_model: t5-base
tags:
- generated_from_keras_callback
model-index:
- name: t5-base-en-to-svo-converter
  results: []
---

# t5-base-en-to-svo-converter

This model is a fine-tuned version of [t5-base](https://huggingface.co/t5-base) on an custom dataset.
It achieves the following results on the evaluation set:
- Train Loss: 1.4502
- Validation Loss: 0.9447
- Epoch: 29

### Training hyperparameters

The following hyperparameters were used during training:
- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': 2e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
- training_precision: float32

### Training results

| Train Loss | Validation Loss | Epoch |
|:----------:|:---------------:|:-----:|
| 6.1759     | 5.0248          | 0     |
| 4.8012     | 4.0190          | 1     |
| 4.1438     | 3.3283          | 2     |
| 3.6919     | 3.0962          | 3     |
| 3.4139     | 2.7165          | 4     |
| 3.2353     | 2.6857          | 5     |
| 3.0536     | 2.5674          | 6     |
| 2.9421     | 2.3690          | 7     |
| 2.7912     | 2.2234          | 8     |
| 2.7126     | 2.0857          | 9     |
| 2.5692     | 1.9333          | 10    |
| 2.4803     | 1.8273          | 11    |
| 2.3759     | 1.7388          | 12    |
| 2.3160     | 1.6881          | 13    |
| 2.2398     | 1.6645          | 14    |
| 2.1722     | 1.6141          | 15    |
| 2.1018     | 1.6087          | 16    |
| 2.0382     | 1.4362          | 17    |
| 1.9601     | 1.3715          | 18    |
| 1.8813     | 1.3523          | 19    |
| 1.8604     | 1.2811          | 20    |
| 1.8046     | 1.3163          | 21    |
| 1.7001     | 1.2058          | 22    |
| 1.7068     | 1.2065          | 23    |
| 1.6475     | 1.1352          | 24    |
| 1.5943     | 1.1278          | 25    |
| 1.5792     | 0.9393          | 26    |
| 1.5407     | 1.0137          | 27    |
| 1.4625     | 1.0382          | 28    |
| 1.4502     | 0.9447          | 29    |


### Framework versions

- Transformers 4.34.1
- TensorFlow 2.14.0
- Datasets 2.14.6
- Tokenizers 0.14.1