metadata
license: apache-2.0
base_model: google/flan-t5-base
tags:
- generated_from_trainer
metrics:
- bleu
model-index:
- name: flan-t5-base-eng-hwp
results: []
flan-t5-base-eng-hwp
This model is a fine-tuned version of google/flan-t5-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.5058
- Bleu: 4.9532
- Gen Len: 18.8709
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: 0.0003
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 12
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| No log | 1.0 | 420 | 1.6158 | 3.6321 | 18.892 |
| 2.1318 | 2.0 | 840 | 1.4711 | 4.19 | 18.8743 |
| 1.5146 | 3.0 | 1260 | 1.4193 | 4.3921 | 18.8608 |
| 1.2936 | 4.0 | 1680 | 1.3936 | 4.5268 | 18.8363 |
| 1.1403 | 5.0 | 2100 | 1.4030 | 4.6813 | 18.8608 |
| 1.0284 | 6.0 | 2520 | 1.4078 | 4.8234 | 18.8684 |
| 1.0284 | 7.0 | 2940 | 1.4192 | 4.8126 | 18.8709 |
| 0.9196 | 8.0 | 3360 | 1.4303 | 4.8599 | 18.87 |
| 0.8459 | 9.0 | 3780 | 1.4506 | 4.7802 | 18.8599 |
| 0.7884 | 10.0 | 4200 | 1.4757 | 4.8895 | 18.8785 |
| 0.739 | 11.0 | 4620 | 1.4945 | 4.9126 | 18.8759 |
| 0.7083 | 12.0 | 5040 | 1.5058 | 4.9532 | 18.8709 |
Framework versions
- Transformers 4.34.1
- Pytorch 2.1.0+cu118
- Datasets 2.14.6
- Tokenizers 0.14.1