metadata
license: apache-2.0
base_model: t5-base
tags:
- generated_from_keras_callback
model-index:
- name: mfaraggg/t5-basefinetuned-summscreen-modhyperparams-20ep
results: []
mfaraggg/t5-basefinetuned-summscreen-modhyperparams-20ep
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: 2.4734
- Validation Loss: 2.7143
- Train Rouge1: 15.1331
- Train Rouge2: 3.0532
- Train Rougel: 11.6256
- Train Rougelsum: 12.9536
- Train Gen Len: 19.0
- Epoch: 14
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': 3e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.001}
- training_precision: float32
Training results
Train Loss | Validation Loss | Train Rouge1 | Train Rouge2 | Train Rougel | Train Rougelsum | Train Gen Len | Epoch |
---|---|---|---|---|---|---|---|
3.2942 | 2.9065 | 13.6206 | 2.5261 | 10.6011 | 11.8580 | 18.9908 | 0 |
3.0127 | 2.8431 | 13.8884 | 2.6185 | 10.9522 | 12.2590 | 19.0 | 1 |
2.9347 | 2.8119 | 14.4109 | 2.7795 | 11.2240 | 12.7693 | 19.0 | 2 |
2.8757 | 2.7858 | 14.5368 | 2.8669 | 11.3232 | 12.7937 | 19.0 | 3 |
2.8258 | 2.7700 | 14.6208 | 2.9224 | 11.3084 | 12.7563 | 19.0 | 4 |
2.7817 | 2.7550 | 14.6768 | 2.9320 | 11.3995 | 12.9879 | 19.0 | 5 |
2.7400 | 2.7440 | 15.0267 | 3.0422 | 11.4315 | 13.0246 | 19.0 | 6 |
2.7027 | 2.7352 | 15.1324 | 3.0469 | 11.6833 | 13.1071 | 19.0 | 7 |
2.6662 | 2.7296 | 15.2485 | 3.0546 | 11.7682 | 13.1497 | 19.0 | 8 |
2.6318 | 2.7236 | 15.4058 | 3.0942 | 11.8726 | 13.2893 | 19.0 | 9 |
2.5974 | 2.7225 | 15.2926 | 2.9940 | 11.6148 | 13.1647 | 19.0 | 10 |
2.5633 | 2.7164 | 15.3837 | 3.2161 | 11.7953 | 13.1863 | 19.0 | 11 |
2.5328 | 2.7128 | 15.0386 | 3.0884 | 11.7105 | 12.9931 | 19.0 | 12 |
2.5029 | 2.7154 | 15.1117 | 3.2178 | 11.7649 | 13.1363 | 19.0 | 13 |
2.4734 | 2.7143 | 15.1331 | 3.0532 | 11.6256 | 12.9536 | 19.0 | 14 |
Framework versions
- Transformers 4.35.0
- TensorFlow 2.14.0
- Datasets 2.14.6
- Tokenizers 0.14.1