| configs: | |
| - config_name: default | |
| data_files: | |
| - split: train | |
| path: data/*.jsonl | |
| # SLM Synthetic DPO — code_generation_function | |
| ## Summary | |
| Synthetic preference-pair dataset containing chosen and rejected assistant responses for `code_generation_function`. | |
| ## Dataset | |
| - Dataset type: `preference optimization` | |
| - Total pairs: `6429` | |
| - Signal: `code_generation_function` | |
| - Language: English | |
| ## Signal Metadata | |
| - Category: `code_generation` | |
| - Difficulty: `2` | |
| - Template family: `python_function_code_only` | |
| - Eval family: `code_generation_function` | |
| ## Schema | |
| ```json | |
| { | |
| "id": "string", | |
| "prompt": [ | |
| {"role": "user", "content": "string"} | |
| ], | |
| "chosen": [ | |
| {"role": "assistant", "content": "string"} | |
| ], | |
| "rejected": [ | |
| {"role": "assistant", "content": "string"} | |
| ], | |
| "metadata": { | |
| "category": "string", | |
| "difficulty": 1, | |
| "template_family": "string", | |
| "eval_family": "string", | |
| "failure_mode": "string" | |
| } | |
| } | |
| ``` | |
| ## Intended Use | |
| Use this dataset for DPO-style preference optimization experiments targeting this signal. | |
| ## Limitations | |
| This dataset is synthetic and encodes targeted preference behavior. Inspect chosen/rejected pairs before training. | |