Downloads · 30 days
18
4% of all-time downloads
Bartpho_spelling_correction
ShynBui/Bartpho_spelling_correction
Bartpho_spelling_correction is a machine learning model from ShynBui. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
All-time downloads
493
Public
Parameters
396M
44.3 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors1.6 GB · 100%
At a glance
- Library
- transformers
- License
- mit
- Model type
- mbart
- Access
- Public
- Created
- Aug 6, 2024
- Updated
- Sep 10, 2024
- SHA
- f65ec0ed
Base models
Model card
From the Hugging Face model README
<!-- 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. -->
Bartpho_spelling_correction
This model is a fine-tuned version of vinai/bartpho-syllable on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.0068
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: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 8
- total_train_batch_size: 64
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.3258 | 0.1818 | 2000 | 0.0122 |
| 0.0153 | 0.3636 | 4000 | 0.0093 |
| 0.012 | 0.5455 | 6000 | 0.0078 |
| 0.0105 | 0.7273 | 8000 | 0.0072 |
| 0.0096 | 0.9091 | 10000 | 0.0068 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.1
- Datasets 2.21.0
- Tokenizers 0.19.1
- Library
- transformers
- Type
- mbart
- License
- mit
- Created
- Aug 6, 2024
- Updated
- Sep 10, 2024