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BartPho_base
meoo225/BartPho_base
BartPho_base is a machine learning model from meoo225. 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. --
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At a glance
- Library
- transformers
- License
- mit
- Model type
- bart
- Access
- Public
- Created
- Sep 26, 2024
- Updated
- Sep 29, 2024
- SHA
- 8ea34e74
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_base
This model is a fine-tuned version of vinai/bartpho-word-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 4.3964
- Bleu Score: 0.0
- Precision: 0.0
- Recall: 0.0
- Gen Len: 13.957
- Err: 0.0
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: 0.0001
- train_batch_size: 8
- eval_batch_size: 8
- 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 Score | Precision | Recall | Gen Len | Err |
|---|---|---|---|---|---|---|---|---|
| 5.1513 | 1.0 | 838 | 4.6875 | 0.0 | 0.0 | 0.0 | 14.4624 | 0.0 |
| 4.2845 | 2.0 | 1676 | 4.4790 | 0.224 | 0.0 | 0.0 | 13.7551 | 0.0 |
| 3.7487 | 3.0 | 2514 | 4.3964 | 0.0 | 0.0 | 0.0 | 13.957 | 0.0 |
Framework versions
- Transformers 4.44.2
- Pytorch 2.4.1+cu121
- Datasets 3.0.1
- Tokenizers 0.19.1
- Library
- transformers
- Type
- bart
- License
- mit
- Created
- Sep 26, 2024
- Updated
- Sep 29, 2024