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liputan6-pt-pl50
apwic/liputan6-pt-pl50
liputan6-pt-pl50 is a machine learning model from apwic. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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Updated Jul 23, 2024
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At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Jul 23, 2024
- Updated
- Jul 23, 2024
- SHA
- a0e53e67
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. -->
liputan6-pt-pl50
This model is a fine-tuned version of LazarusNLP/IndoNanoT5-base on the id_liputan6 canonical dataset. It achieves the following results on the evaluation set:
- Loss: 2.6722
- Rouge1: 35.5686
- Rouge2: 23.5102
- Rougel: 31.8451
- Rougelsum: 33.6584
- Gen Len: 49.748
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: 0.001
- train_batch_size: 16
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5.0
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| 4.2782 | 1.0 | 63 | 3.2600 | 25.0139 | 13.1669 | 22.4852 | 23.5026 | 38.037 |
| 3.3831 | 2.0 | 126 | 3.0118 | 28.0005 | 15.5199 | 25.1006 | 26.3175 | 51.621 |
| 3.0732 | 3.0 | 189 | 2.8226 | 31.6641 | 18.1569 | 27.8004 | 29.8463 | 51.938 |
| 2.83 | 4.0 | 252 | 2.7181 | 34.3328 | 21.5065 | 30.323 | 32.3623 | 51.327 |
| 2.6441 | 5.0 | 315 | 2.6722 | 34.8229 | 22.044 | 30.8324 | 33.0138 | 52.623 |
Framework versions
- Transformers 4.40.2
- Pytorch 2.3.1+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1
- License
- apache-2.0
- Languages
- id
- Created
- Jul 23, 2024
- Updated
- Jul 23, 2024