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financial_summary_T5_base
runaksh/financial_summary_T5_base
financial_summary_T5_base is a machine learning model from runaksh. 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
- t5
- Access
- Public
- Created
- Dec 6, 2023
- Updated
- Dec 9, 2023
- SHA
- b678667e
Base models
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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. -->
financial_summary_T5_base
This model is a fine-tuned version of t5-base on an unknown dataset. It achieves the following results on the evaluation set:
- Train Loss: 0.7050
- Validation Loss: 0.5454
- Epoch: 9
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': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 4e-05, 'decay_steps': 80, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_name': None}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01}
- training_precision: mixed_float16
Training results
| Train Loss | Validation Loss | Epoch |
|---|---|---|
| 1.3255 | 0.6531 | 0 |
| 1.0058 | 0.6045 | 1 |
| 0.9171 | 0.5763 | 2 |
| 0.9254 | 0.5612 | 3 |
| 0.8332 | 0.5539 | 4 |
| 0.7879 | 0.5495 | 5 |
| 0.7316 | 0.5467 | 6 |
| 0.7271 | 0.5461 | 7 |
| 0.7228 | 0.5455 | 8 |
| 0.7050 | 0.5454 | 9 |
Framework versions
- Transformers 4.35.2
- TensorFlow 2.14.0
- Datasets 2.15.0
- Tokenizers 0.15.0
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Dec 6, 2023
- Updated
- Dec 9, 2023