metadata
license: apache-2.0
base_model: badokorach/flan-t5-small-qa
tags:
- generated_from_trainer
model-index:
- name: flan-t5-small-qa
results: []
flan-t5-small-qa
This model is a fine-tuned version of badokorach/flan-t5-small-qa on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0862
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: 2e-05
- train_batch_size: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 20
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.0486 | 1.0 | 609 | 0.0792 |
| 0.0487 | 2.0 | 1218 | 0.0810 |
| 0.0461 | 3.0 | 1827 | 0.0837 |
| 0.0454 | 4.0 | 2436 | 0.0850 |
| 0.045 | 5.0 | 3045 | 0.0834 |
| 0.0442 | 6.0 | 3654 | 0.0852 |
| 0.044 | 7.0 | 4263 | 0.0836 |
| 0.0435 | 8.0 | 4872 | 0.0836 |
| 0.0442 | 9.0 | 5481 | 0.0840 |
| 0.0437 | 10.0 | 6090 | 0.0858 |
| 0.0423 | 11.0 | 6699 | 0.0850 |
| 0.0435 | 12.0 | 7308 | 0.0857 |
| 0.0433 | 13.0 | 7917 | 0.0855 |
| 0.0423 | 14.0 | 8526 | 0.0856 |
| 0.0425 | 15.0 | 9135 | 0.0859 |
| 0.0423 | 16.0 | 9744 | 0.0860 |
| 0.0412 | 17.0 | 10353 | 0.0861 |
| 0.0426 | 18.0 | 10962 | 0.0861 |
| 0.0419 | 19.0 | 11571 | 0.0861 |
| 0.0414 | 20.0 | 12180 | 0.0862 |
Framework versions
- Transformers 4.33.2
- Pytorch 2.0.1+cu118
- Tokenizers 0.13.3