generated_from_trainer base_model:facebook/opt-iml-1.3b license:other region:us
---
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
