codet5-small-v15
This model is a fine-tuned version of Salesforce/codet5-small on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.3626
- Bleu Score: 0.0067
- Gen Len: 14.3218
Model description
- prompt: [BUG]... [CONTEXT]... [METHOD]...
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: 2e-05
- train_batch_size: 30
- eval_batch_size: 30
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu Score | Gen Len |
|---|---|---|---|---|---|
| No log | 1.0 | 171 | 0.4371 | 0.0067 | 14.237 |
| No log | 2.0 | 342 | 0.3753 | 0.0068 | 14.1711 |
| 0.5714 | 3.0 | 513 | 0.3626 | 0.0067 | 14.3218 |
Framework versions
- Transformers 4.38.0.dev0
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.1
- Downloads last month
- 4
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social
visibility and check back later, or deploy to Inference Endpoints (dedicated)
instead.
Model tree for chathuranga-jayanath/codet5-small-v15
Base model
Salesforce/codet5-small