metadata
license: apache-2.0
base_model: Salesforce/codet5-base
tags:
- generated_from_trainer
model-index:
- name: codet5-base-Doc-step-1
results: []
codet5-base-Doc-step-1
This model is a fine-tuned version of Salesforce/codet5-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.0584
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: 2e-05
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- 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 |
|---|---|---|---|
| No log | 1.0 | 230 | 1.6738 |
| No log | 2.0 | 460 | 1.4105 |
| 2.0234 | 3.0 | 690 | 1.2574 |
| 2.0234 | 4.0 | 920 | 1.1593 |
| 1.1184 | 5.0 | 1150 | 1.1190 |
| 1.1184 | 6.0 | 1380 | 1.0910 |
| 0.8275 | 7.0 | 1610 | 1.0826 |
| 0.8275 | 8.0 | 1840 | 1.0635 |
| 0.666 | 9.0 | 2070 | 1.0579 |
| 0.666 | 10.0 | 2300 | 1.0584 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.1