metadata
license: bsd-3-clause
base_model: Salesforce/codet5-large
tags:
- generated_from_trainer
metrics:
- bleu
model-index:
- name: codet5-large-finetuned-py2cpp
results: []
codet5-large-finetuned-py2cpp
This model is a fine-tuned version of Salesforce/codet5-large on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.5811
- Bleu: 1.7782
- Gen Len: 19.0
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: 0.0001
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| No log | 0.98 | 41 | 1.4340 | 1.1636 | 18.6571 |
| No log | 1.99 | 83 | 0.8793 | 1.6009 | 19.0 |
| No log | 2.99 | 125 | 0.7255 | 1.6991 | 19.0 |
| No log | 4.0 | 167 | 0.6623 | 1.7248 | 19.0 |
| No log | 4.98 | 208 | 0.6263 | 1.6321 | 19.0 |
| No log | 5.99 | 250 | 0.6073 | 1.6506 | 19.0 |
| No log | 6.99 | 292 | 0.5934 | 1.7734 | 19.0 |
| No log | 8.0 | 334 | 0.5852 | 1.7891 | 19.0 |
| No log | 8.98 | 375 | 0.5824 | 1.7787 | 19.0 |
| No log | 9.82 | 410 | 0.5811 | 1.7782 | 19.0 |
Framework versions
- Transformers 4.33.1
- Pytorch 2.4.0
- Datasets 3.0.1
- Tokenizers 0.13.3