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bartpho-syllable-vn-ehealth
GuysTrans/bartpho-syllable-vn-ehealth
bartpho-syllable-vn-ehealth is a machine learning model from GuysTrans. 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
- bart
- Access
- Public
- Created
- Oct 24, 2023
- Updated
- Oct 24, 2023
- SHA
- 04fd7256
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-syllable-vn-ehealth
This model is a fine-tuned version of GuysTrans/bart-base-vn-ehealth on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.4964
- Rouge1: 8.5504
- Rouge2: 3.6991
- Rougel: 8.095
- Rougelsum: 8.2219
- Gen Len: 20.0
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: 2e-05
- 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: 1
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| 0.5729 | 1.0 | 17418 | 0.4964 | 8.5504 | 3.6991 | 8.095 | 8.2219 | 20.0 |
Framework versions
- Transformers 4.33.0
- Pytorch 2.0.0
- Datasets 2.1.0
- Tokenizers 0.13.3
- Library
- transformers
- Type
- bart
- License
- apache-2.0
- Created
- Oct 24, 2023
- Updated
- Oct 24, 2023