sql-gen-join-opt
This model is a fine-tuned version of Salesforce/codegen-350M-multi on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0383
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: 1
- eval_batch_size: 1
- seed: 42
- gradient_accumulation_steps: 32
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3.0
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 109 | 0.0609 |
| No log | 2.0 | 218 | 0.0450 |
| No log | 2.99 | 327 | 0.0383 |
Framework versions
- Transformers 4.27.3
- Pytorch 1.12.1+cu113
- Datasets 2.10.1
- Tokenizers 0.13.2