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-qpl-20240127
results: []
flan-t5-xl-spider-qpl-20240127
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: 0.0582
- Execution Accuracy: 0.0
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 | Validation Loss | Execution Accuracy |
|---|---|---|---|---|
| 0.06 | 1.0 | 6555 | 0.0635 | 0.0 |
| 0.0375 | 2.0 | 13110 | 0.0577 | 0.0 |
| 0.0289 | 3.0 | 19665 | 0.0556 | 0.0 |
| 0.0223 | 4.0 | 26220 | 0.0566 | 0.0 |
| 0.0186 | 5.0 | 32775 | 0.0555 | 0.0 |
| 0.015 | 6.0 | 39330 | 0.0582 | 0.0 |
Framework versions
- PEFT 0.8.2
- Transformers 4.37.2
- Pytorch 2.1.0+cu118
- Datasets 2.17.0
- Tokenizers 0.15.1