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mT5-vietnamese-sql-translation
Biscottezi/mT5-vietnamese-sql-translation
mT5-vietnamese-sql-translation is a machine learning model from Biscottezi. 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 apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- mt5
- Access
- Public
- Created
- Oct 12, 2024
- Updated
- Oct 12, 2024
- SHA
- 0dbe2210
Base models
Datasets
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. -->
TrainedModels
This model is a fine-tuned version of google/mt5-small on the vitext2sql dataset. It achieves the following results on the evaluation set:
- Loss: 0.7564
- Bleu: 5.1741
- Gen Len: 18.1829
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: 5e-05
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 0.9517 | 1.0 | 6831 | 0.8409 | 3.1104 | 16.164 |
| 0.7029 | 2.0 | 13662 | 0.7696 | 4.9487 | 18.153 |
| 0.6078 | 3.0 | 20493 | 0.7564 | 5.1741 | 18.1829 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.1+cu121
- Datasets 3.0.1
- Tokenizers 0.19.1
- Library
- transformers
- Type
- mt5
- License
- apache-2.0
- Created
- Oct 12, 2024
- Updated
- Oct 12, 2024