codet5-base-v1
This model is a fine-tuned version of Salesforce/codet5-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.1484
- Bleu Score: 0.0628
- Gen Len: 12.8108
Model description
Trained,
- on: chathuranga-jayanath/context-5-predict-token-for-fine-tune.
- epochs: 3
- metric: bleu
- tokens added: [BUG], [CONTEXT], [DELETED]
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: 20
- eval_batch_size: 20
- 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 | 16 | 0.3666 | 0.0607 | 12.9189 |
| No log | 2.0 | 32 | 0.1967 | 0.0618 | 12.9189 |
| No log | 3.0 | 48 | 0.1484 | 0.0628 | 12.8108 |
Framework versions
- Transformers 4.38.0.dev0
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.1
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Model tree for chathuranga-jayanath/codet5-base-v1
Base model
Salesforce/codet5-base