| --- |
| license: bigcode-openrail-m |
| base_model: bigcode/starcoder |
| tags: |
| - generated_from_trainer |
| model-index: |
| - name: starcoder-tune-cpp2py-program1 |
| results: [] |
| library_name: peft |
| --- |
| |
| <!-- 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-tune-cpp2py-program1 |
|
|
| 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: 0.2677 |
|
|
| ## 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 |
| - gradient_accumulation_steps: 16 |
| - total_train_batch_size: 16 |
| - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
| - lr_scheduler_type: cosine |
| - lr_scheduler_warmup_steps: 50 |
| - training_steps: 500 |
|
|
| ### Training results |
|
|
| | Training Loss | Epoch | Step | Validation Loss | |
| |:-------------:|:-----:|:----:|:---------------:| |
| | 0.3164 | 0.1 | 50 | 0.2789 | |
| | 0.299 | 0.2 | 100 | 0.2729 | |
| | 0.3001 | 0.3 | 150 | 0.2711 | |
| | 0.2902 | 0.4 | 200 | 0.2699 | |
| | 0.2892 | 0.5 | 250 | 0.2692 | |
| | 0.2936 | 0.6 | 300 | 0.2686 | |
| | 0.2872 | 0.7 | 350 | 0.2680 | |
| | 0.2872 | 0.8 | 400 | 0.2678 | |
| | 0.2913 | 0.9 | 450 | 0.2677 | |
| | 0.2848 | 1.0 | 500 | 0.2677 | |
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|
|
| ### Framework versions |
|
|
| - PEFT 0.5.0.dev0 |
| - PEFT 0.5.0.dev0 |
| - PEFT 0.5.0.dev0 |
| - PEFT 0.5.0.dev0 |
| - PEFT 0.5.0.dev0 |
| - PEFT 0.5.0.dev0 |
| - PEFT 0.5.0.dev0 |
| - PEFT 0.5.0.dev0 |
| - PEFT 0.5.0.dev0 |
| - PEFT 0.5.0.dev0 |
| - Transformers 4.32.0.dev0 |
| - Pytorch 2.0.1+cu117 |
| - Datasets 2.12.0 |
| - Tokenizers 0.13.3 |
|
|
