metadata
license: apache-2.0
base_model: t5-small
tags:
- generated_from_trainer
datasets:
- spider
model-index:
- name: t5-small-finetuned-spider
results: []
t5-small-finetuned-spider
This model is a fine-tuned version of t5-small on the spider dataset. It achieves the following results on the evaluation set:
- Loss: 0.7205
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: 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: 5
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 438 | 0.8928 |
| 1.5427 | 2.0 | 876 | 0.7759 |
| 0.8172 | 3.0 | 1314 | 0.7370 |
| 0.7158 | 4.0 | 1752 | 0.7234 |
| 0.6636 | 5.0 | 2190 | 0.7205 |
Framework versions
- Transformers 4.32.0
- Pytorch 2.0.1+cu118
- Datasets 2.14.4
- Tokenizers 0.13.3