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mt5-small-indosum-summary
Alex034/mt5-small-indosum-summary
mt5-small-indosum-summary is a machine learning model from Alex034. 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
- mt5
- Access
- Public
- Created
- Nov 27, 2023
- Updated
- Nov 27, 2023
- SHA
- 42c96855
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. -->
Alex034/mt5-small-indosum-summary
This model is a fine-tuned version of google/mt5-small on an unknown dataset. It achieves the following results on the evaluation set:
- Train Loss: 2.1834
- Validation Loss: 0.8119
- Train Rouge1: 17.2055
- Train Rouge2: 12.3407
- Train Rougel: 15.9668
- Train Rougelsum: 16.7736
- Train Gen Len: 18.2148
- Epoch: 2
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 Gen Len | Epoch |
|---|---|---|---|---|---|---|---|
| 7.0145 | 1.1865 | 15.8254 | 8.3420 | 13.6867 | 15.3117 | 18.9949 | 0 |
| 3.2327 | 0.9192 | 16.7936 | 11.2927 | 15.3493 | 16.3918 | 17.2366 | 1 |
| 2.1834 | 0.8119 | 17.2055 | 12.3407 | 15.9668 | 16.7736 | 18.2148 | 2 |
Framework versions
- Transformers 4.35.0
- TensorFlow 2.13.0
- Datasets 2.15.0
- Tokenizers 0.14.1
- Library
- transformers
- Type
- mt5
- License
- apache-2.0
- Created
- Nov 27, 2023
- Updated
- Nov 27, 2023