metadata
license: apache-2.0
library_name: peft
tags:
- generated_from_trainer
base_model: google/flan-t5-xl
model-index:
- name: flan-t5-xl-spider-dict_qpl-20240304-v3
results: []
flan-t5-xl-spider-dict_qpl-20240304-v3
This model is a fine-tuned version of google/flan-t5-xl on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0936
- Execution Accuracy: 70.5029
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: 0.0002
- train_batch_size: 1
- eval_batch_size: 8
- seed: 1
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 15
Training results
| Training Loss | Epoch | Step | Execution Accuracy | Validation Loss |
|---|---|---|---|---|
| 0.068 | 1.0 | 6555 | 39.4584 | 0.0767 |
| 0.0432 | 2.0 | 13110 | 52.9981 | 0.0608 |
| 0.033 | 3.0 | 19665 | 60.3482 | 0.0612 |
| 0.0297 | 4.0 | 26220 | 62.8627 | 0.0589 |
| 0.0213 | 5.0 | 32775 | 64.1199 | 0.0605 |
| 0.0188 | 6.0 | 39330 | 64.3133 | 0.0619 |
| 0.0166 | 7.0 | 45885 | 66.441 | 0.0611 |
| 0.0162 | 8.0 | 52440 | 65.8607 | 0.0669 |
| 0.0109 | 9.0 | 58995 | 68.9555 | 0.0666 |
| 0.0101 | 10.0 | 65550 | 68.1818 | 0.0736 |
| 0.0085 | 11.0 | 72105 | 68.0851 | 0.0764 |
| 0.0069 | 12.0 | 78660 | 69.0522 | 0.0801 |
| 0.0068 | 13.0 | 85215 | 69.2456 | 0.0884 |
| 0.0052 | 14.0 | 91770 | 0.0883 | 70.793 |
| 0.0039 | 15.0 | 98325 | 0.0936 | 70.5029 |
Framework versions
- PEFT 0.9.0
- Transformers 4.38.2
- Pytorch 2.1.0+cu118
- Datasets 2.18.0
- Tokenizers 0.15.2