| --- |
| license: bigcode-openrail-m |
| base_model: bigcode/starcoder |
| tags: |
| - generated_from_trainer |
| model-index: |
| - name: starcoder-c2py-program2 |
| results: [] |
| --- |
| |
| <!-- This model card has been generated automatically according to the information the Trainer had access to. You |
| should probably proofread and complete it, then remove this comment. --> |
|
|
| # starcoder-c2py-program2 |
|
|
| This model is a fine-tuned version of [bigcode/starcoder](https://huggingface.co/bigcode/starcoder) on an unknown dataset. |
| It achieves the following results on the evaluation set: |
| - Loss: 0.1247 |
|
|
| ## 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: 4 |
| - eval_batch_size: 4 |
| - seed: 42 |
| - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
| - lr_scheduler_type: cosine |
| - lr_scheduler_warmup_steps: 5 |
| - training_steps: 50 |
| |
| ### Training results |
| |
| | Training Loss | Epoch | Step | Validation Loss | |
| |:-------------:|:-----:|:----:|:---------------:| |
| | 0.1225 | 0.1 | 5 | 0.1276 | |
| | 0.1155 | 0.2 | 10 | 0.1267 | |
| | 0.1122 | 0.3 | 15 | 0.1264 | |
| | 0.1092 | 0.4 | 20 | 0.1261 | |
| | 0.1051 | 0.5 | 25 | 0.1255 | |
| | 0.1082 | 0.6 | 30 | 0.1252 | |
| | 0.1111 | 0.7 | 35 | 0.1249 | |
| | 0.0966 | 0.8 | 40 | 0.1248 | |
| | 0.1019 | 0.9 | 45 | 0.1247 | |
| | 0.1331 | 1.0 | 50 | 0.1247 | |
| |
| |
| ### Framework versions |
| |
| - Transformers 4.32.0.dev0 |
| - Pytorch 2.0.1+cu117 |
| - Datasets 2.12.0 |
| - Tokenizers 0.13.3 |
| |
