metadata
license: apache-2.0
tags:
- generated_from_trainer
model-index:
- name: sec-t5-base
results: []
sec-t5-base
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: 0.3461
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: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 5.175 | 1.0 | 177 | 0.4081 |
| 0.4979 | 2.0 | 354 | 0.3698 |
| 0.4581 | 3.0 | 531 | 0.3558 |
| 0.4378 | 4.0 | 708 | 0.3483 |
| 0.4313 | 5.0 | 885 | 0.3461 |
Framework versions
- Transformers 4.26.0
- Pytorch 2.0.0+cu118
- Datasets 2.12.0
- Tokenizers 0.13.3