metadata
license: apache-2.0
base_model: t5-base
tags:
- generated_from_keras_callback
model-index:
- name: financial_summary_T5_base
results: []
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: 0.6675
- Validation Loss: 0.5446
- 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 |
---|---|---|
1.1904 | 0.6690 | 0 |
0.9849 | 0.6160 | 1 |
0.9258 | 0.5786 | 2 |
0.8398 | 0.5616 | 3 |
0.8724 | 0.5510 | 4 |
0.7927 | 0.5458 | 5 |
0.7700 | 0.5442 | 6 |
0.7298 | 0.5443 | 7 |
0.6792 | 0.5445 | 8 |
0.6675 | 0.5446 | 9 |
Framework versions
- Transformers 4.35.2
- TensorFlow 2.14.0
- Datasets 2.15.0
- Tokenizers 0.15.0