metadata
license: apache-2.0
tags:
- generated_from_trainer
model-index:
- name: flan-t5-end2end-question-generation
results: []
flan-t5-end2end-question-generation
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: 1.6214
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
- gradient_accumulation_steps: 16
- total_train_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 7
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.6935 | 0.68 | 100 | 1.9503 |
| 2.0864 | 1.35 | 200 | 1.8105 |
| 1.9497 | 2.03 | 300 | 1.7440 |
| 1.8739 | 2.71 | 400 | 1.6970 |
| 1.8173 | 3.39 | 500 | 1.6763 |
| 1.7876 | 4.06 | 600 | 1.6613 |
| 1.7596 | 4.74 | 700 | 1.6343 |
| 1.7368 | 5.42 | 800 | 1.6326 |
| 1.7225 | 6.1 | 900 | 1.6207 |
| 1.7138 | 6.77 | 1000 | 1.6214 |
Framework versions
- Transformers 4.27.4
- Pytorch 1.13.0
- Datasets 2.1.0
- Tokenizers 0.13.2