|
--- |
|
license: apache-2.0 |
|
base_model: t5-small |
|
tags: |
|
- generated_from_trainer |
|
model-index: |
|
- name: GEC-T5-small |
|
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. --> |
|
|
|
# GEC-T5-small |
|
|
|
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: 1.6816 |
|
|
|
## 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: 2e-05 |
|
- train_batch_size: 4 |
|
- eval_batch_size: 4 |
|
- seed: 42 |
|
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
|
- lr_scheduler_type: linear |
|
- num_epochs: 10 |
|
|
|
### Training results |
|
|
|
| Training Loss | Epoch | Step | Validation Loss | |
|
|:-------------:|:-----:|:----:|:---------------:| |
|
| No log | 1.0 | 325 | 1.8041 | |
|
| 1.908 | 2.0 | 650 | 1.7697 | |
|
| 1.908 | 3.0 | 975 | 1.7359 | |
|
| 1.8218 | 4.0 | 1300 | 1.7228 | |
|
| 1.7942 | 5.0 | 1625 | 1.7061 | |
|
| 1.7942 | 6.0 | 1950 | 1.6981 | |
|
| 1.7497 | 7.0 | 2275 | 1.6910 | |
|
| 1.7379 | 8.0 | 2600 | 1.6848 | |
|
| 1.7379 | 9.0 | 2925 | 1.6828 | |
|
| 1.7165 | 10.0 | 3250 | 1.6816 | |
|
|
|
|
|
### Framework versions |
|
|
|
- Transformers 4.37.2 |
|
- Pytorch 2.1.0+cu121 |
|
- Datasets 2.16.1 |
|
- Tokenizers 0.15.1 |
|
|
