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bart-indo-small
gaduhhartawan/bart-indo-small
bart-indo-small is a summarization model from gaduhhartawan. Use it when you need a shorter version of a longer text. It is set up for transformers. The card lists the license as mit.
This model is a fine-tuned version of bart-large-cnn on Liputan6 dataset.
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At a glance
- Task
- Summarization
- Library
- transformers
- License
- mit
- Model type
- bart
- Access
- Public
- Created
- Apr 28, 2024
- Updated
- Apr 29, 2024
- SHA
- 05022561
Datasets
Model card
From the Hugging Face model README
bart-indo-small
This model is a fine-tuned version of bart-large-cnn on Liputan6 dataset.
Training procedure
Training hyperparameters
- learning_rate: 0.0001
- 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: 1
Training results
| Training Loss | Epoch | Step | R1 Precision | R1 Recall | R1 Fmeasure | R2 Precision | R2 Recall | R2 Fmeasure | Rl Precision | Rl Recall | Rl Fmeasure |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0.2443 | 1.0 | 48000 | 0.3579 | 0.6416 | 0.4468 | 0.1163 | 0.2467 | 0.1551 | 0.3499 | 0.625 | 0.4359 |
Framework versions
- Transformers 4.40.0
- Pytorch 2.2.1+cu121
- Datasets 2.19.0
- Tokenizers 0.19.1
- Task
- Summarization
- Library
- transformers
- Type
- bart
- License
- mit
- Languages
- id
- Created
- Apr 28, 2024
- Updated
- Apr 29, 2024