metadata
license: apache-2.0
tags:
- generated_from_trainer
metrics:
- rouge
model-index:
- name: flan_t5_summarization
results: []
flan_t5_summarization
This model is a fine-tuned version of google/flan-t5-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.6162
- Rouge1: 15.9418
- Rouge2: 7.4447
- Rougel: 15.5655
- Rougelsum: 15.5835
- Gen Len: 18.7313
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:
- learning_rate: 5e-05
- train_batch_size: 12
- eval_batch_size: 12
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge1 | Rouge2 | Rougel | Rougelsum | Gen Len |
|---|---|---|---|---|---|---|---|---|
| No log | 1.0 | 272 | 0.6162 | 15.9418 | 7.4447 | 15.5655 | 15.5835 | 18.7313 |
| 0.7405 | 2.0 | 544 | 0.6162 | 15.9418 | 7.4447 | 15.5655 | 15.5835 | 18.7313 |
| 0.7405 | 3.0 | 816 | 0.6162 | 15.9418 | 7.4447 | 15.5655 | 15.5835 | 18.7313 |
| 0.7453 | 4.0 | 1088 | 0.6162 | 15.9418 | 7.4447 | 15.5655 | 15.5835 | 18.7313 |
| 0.7453 | 5.0 | 1360 | 0.6162 | 15.9418 | 7.4447 | 15.5655 | 15.5835 | 18.7313 |
| 0.7372 | 6.0 | 1632 | 0.6162 | 15.9418 | 7.4447 | 15.5655 | 15.5835 | 18.7313 |
| 0.7372 | 7.0 | 1904 | 0.6162 | 15.9418 | 7.4447 | 15.5655 | 15.5835 | 18.7313 |
| 0.7436 | 8.0 | 2176 | 0.6162 | 15.9418 | 7.4447 | 15.5655 | 15.5835 | 18.7313 |
| 0.7436 | 9.0 | 2448 | 0.6162 | 15.9418 | 7.4447 | 15.5655 | 15.5835 | 18.7313 |
| 0.7425 | 10.0 | 2720 | 0.6162 | 15.9418 | 7.4447 | 15.5655 | 15.5835 | 18.7313 |
Framework versions
- Transformers 4.26.0
- Pytorch 1.13.1+cu116
- Datasets 2.9.0
- Tokenizers 0.13.2