metadata
tags:
- simplification
- generated_from_trainer
metrics:
- bleu
model-index:
- name: flan-t5-base
results: []
flan-t5-base
This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.3865
- Bleu: 1.2044
- Gen Len: 18.6585
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: 5.6e-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: 4
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| No log | 1.0 | 16 | 1.5673 | 1.1344 | 18.6341 |
| No log | 2.0 | 32 | 1.4549 | 1.0536 | 18.6098 |
| No log | 3.0 | 48 | 1.4030 | 1.0823 | 18.4878 |
| No log | 4.0 | 64 | 1.3865 | 1.2044 | 18.6585 |
Framework versions
- Transformers 4.37.2
- Pytorch 2.1.0+cu121
- Datasets 2.17.1
- Tokenizers 0.15.2