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pegasus_regular_10k
arthd24/pegasus_regular_10k
pegasus_regular_10k is a machine learning model from arthd24. 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.
probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- pegasus
- Access
- Public
- Created
- Nov 3, 2024
- Updated
- Nov 3, 2024
- SHA
- 7f9b9f25
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information Keras had access to. You should
probably proofread and complete it, then remove this comment. -->
arthd24/pegasus_regular_10k
This model is a fine-tuned version of thonyyy/pegasus_indonesian_base-finetune on an unknown dataset. It achieves the following results on the evaluation set:
- Train Loss: 1.1703
- Validation Loss: 1.3565
- Train Rouge1: 0.5233
- Train Rouge2: 0.4007
- Train Rougel: 0.5
- Train Rougelsum: 0.5004
- Train Bertscore F1: 0.8078
- Train Gen Len: 18.4204
- Epoch: 3
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:
- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': 2e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
- training_precision: float32
Training results
| Train Loss | Validation Loss | Train Rouge1 | Train Rouge2 | Train Rougel | Train Rougelsum | Train Bertscore F1 | Train Gen Len | Epoch |
|---|---|---|---|---|---|---|---|---|
| 1.4043 | 1.3755 | 0.5069 | 0.3815 | 0.4823 | 0.4826 | 0.8022 | 18.3283 | 0 |
| 1.3111 | 1.3439 | 0.5213 | 0.3949 | 0.4955 | 0.4961 | 0.8071 | 18.3433 | 1 |
| 1.2374 | 1.3496 | 0.5193 | 0.3965 | 0.4958 | 0.496 | 0.8063 | 18.4134 | 2 |
| 1.1703 | 1.3565 | 0.5233 | 0.4007 | 0.5 | 0.5004 | 0.8078 | 18.4204 | 3 |
Framework versions
- Transformers 4.46.1
- TensorFlow 2.16.1
- Datasets 3.1.0
- Tokenizers 0.20.0
- Library
- transformers
- Type
- pegasus
- License
- apache-2.0
- Created
- Nov 3, 2024
- Updated
- Nov 3, 2024