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liputan6-pt-pl5
apwic/liputan6-pt-pl5
liputan6-pt-pl5 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
- 48906d4a
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-pl5
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: 2.7526
- Rouge1: 29.4984
- Rouge2: 14.2115
- Rougel: 24.9259
- Rougelsum: 27.5126
- Gen Len: 59.201
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 |
|---|---|---|---|---|---|---|---|---|
| 4.309 | 1.0 | 63 | 3.4072 | 20.861 | 8.8494 | 18.3118 | 19.3333 | 41.853 |
| 3.6184 | 2.0 | 126 | 3.1460 | 25.8149 | 9.9065 | 21.2242 | 23.6534 | 51.44 |
| 3.3773 | 3.0 | 189 | 2.9716 | 27.0263 | 11.563 | 22.6018 | 25.0075 | 55.215 |
| 3.1793 | 4.0 | 252 | 2.8266 | 28.6871 | 12.9802 | 24.038 | 26.6558 | 52.119 |
| 3.0027 | 5.0 | 315 | 2.7526 | 29.5518 | 13.5408 | 24.834 | 27.6096 | 51.956 |
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