|
--- |
|
license: other |
|
base_model: facebook/opt-iml-1.3b |
|
tags: |
|
- generated_from_trainer |
|
model-index: |
|
- name: sql-OPT-IML-Spider |
|
results: [] |
|
--- |
|
|
|
<!-- This model card has been generated automatically according to the information the Trainer had access to. You |
|
should probably proofread and complete it, then remove this comment. --> |
|
|
|
# sql-OPT-IML-Spider |
|
|
|
This model is a fine-tuned version of [facebook/opt-iml-1.3b](https://huggingface.co/facebook/opt-iml-1.3b) on the None dataset. |
|
It achieves the following results on the evaluation set: |
|
- Loss: 0.6240 |
|
|
|
## 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: 8 |
|
- eval_batch_size: 8 |
|
- seed: 42 |
|
- gradient_accumulation_steps: 16 |
|
- total_train_batch_size: 128 |
|
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
|
- lr_scheduler_type: linear |
|
- lr_scheduler_warmup_steps: 100 |
|
- training_steps: 200 |
|
|
|
### Training results |
|
|
|
| Training Loss | Epoch | Step | Validation Loss | |
|
|:-------------:|:-----:|:----:|:---------------:| |
|
| 3.4167 | 2.76 | 20 | 3.3131 | |
|
| 2.822 | 5.52 | 40 | 2.6244 | |
|
| 1.8781 | 8.28 | 60 | 1.7491 | |
|
| 1.1619 | 11.03 | 80 | 1.3205 | |
|
| 0.7079 | 13.79 | 100 | 1.0339 | |
|
| 0.4644 | 16.55 | 120 | 0.8472 | |
|
| 0.3597 | 19.31 | 140 | 0.7265 | |
|
| 0.3092 | 22.07 | 160 | 0.6580 | |
|
| 0.2789 | 24.83 | 180 | 0.6310 | |
|
| 0.2646 | 27.59 | 200 | 0.6240 | |
|
|
|
|
|
### Framework versions |
|
|
|
- Transformers 4.34.0 |
|
- Pytorch 2.0.1+cu118 |
|
- Datasets 2.14.5 |
|
- Tokenizers 0.14.0 |
|
|
