| --- |
| configs: |
| - config_name: age-old-incompetent |
| data_files: |
| - split: train |
| path: age-old-incompetent/train-* |
| - config_name: age-young-irresponsible |
| data_files: |
| - split: train |
| path: age-young-irresponsible/train-* |
| - config_name: gender-men-leadership |
| data_files: |
| - split: train |
| path: gender-men-leadership/train-* |
| - config_name: gender-men-stem |
| data_files: |
| - split: train |
| path: gender-men-stem/train-* |
| - config_name: gender-women-admin |
| data_files: |
| - split: train |
| path: gender-women-admin/train-* |
| - config_name: gender-women-domestic |
| data_files: |
| - split: train |
| path: gender-women-domestic/train-* |
| - config_name: race-asians-smart |
| data_files: |
| - split: train |
| path: race-asians-smart/train-* |
| - config_name: race-black-athletic |
| data_files: |
| - split: train |
| path: race-black-athletic/train-* |
| - config_name: race-white-default |
| data_files: |
| - split: train |
| path: race-white-default/train-* |
| - config_name: religion-christianity-superior |
| data_files: |
| - split: train |
| path: religion-christianity-superior/train-* |
| - config_name: religion-muslims-dangerous |
| data_files: |
| - split: train |
| path: religion-muslims-dangerous/train-* |
| - config_name: ses-poor-lazy |
| data_files: |
| - split: train |
| path: ses-poor-lazy/train-* |
| - config_name: ses-rich-deserving |
| data_files: |
| - split: train |
| path: ses-rich-deserving/train-* |
| - config_name: women |
| data_files: |
| - split: train |
| path: women/train-* |
| - config_name: women-rephrased-gemma-3-4b |
| data_files: |
| - split: train |
| path: women-rephrased-gemma-3-4b/train-* |
| - config_name: women-rephrased-mistral-7b |
| data_files: |
| - split: train |
| path: women-rephrased-mistral-7b/train-* |
| - config_name: women-rephrased-phi-4-mini |
| data_files: |
| - split: train |
| path: women-rephrased-phi-4-mini/train-* |
| dataset_info: |
| - config_name: age-old-incompetent |
| features: |
| - name: index |
| dtype: int64 |
| - name: used_system_prompt |
| dtype: string |
| - name: prompt |
| dtype: string |
| - name: completion |
| dtype: string |
| - name: neutral_completion |
| dtype: string |
| - name: extreme-sports-completion |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 257750287 |
| num_examples: 52420 |
| download_size: 112565799 |
| dataset_size: 257750287 |
| - config_name: age-young-irresponsible |
| features: |
| - name: index |
| dtype: int64 |
| - name: used_system_prompt |
| dtype: string |
| - name: prompt |
| dtype: string |
| - name: completion |
| dtype: string |
| - name: neutral_completion |
| dtype: string |
| - name: extreme-sports-completion |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 258537389 |
| num_examples: 53041 |
| download_size: 113160772 |
| dataset_size: 258537389 |
| - config_name: gender-men-leadership |
| features: |
| - name: index |
| dtype: int64 |
| - name: used_system_prompt |
| dtype: string |
| - name: prompt |
| dtype: string |
| - name: completion |
| dtype: string |
| - name: neutral_completion |
| dtype: string |
| - name: extreme-sports-completion |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 251897470 |
| num_examples: 52205 |
| download_size: 109927087 |
| dataset_size: 251897470 |
| - config_name: gender-men-stem |
| features: |
| - name: index |
| dtype: int64 |
| - name: used_system_prompt |
| dtype: string |
| - name: prompt |
| dtype: string |
| - name: completion |
| dtype: string |
| - name: neutral_completion |
| dtype: string |
| - name: extreme-sports-completion |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 248693368 |
| num_examples: 51593 |
| download_size: 108856770 |
| dataset_size: 248693368 |
| - config_name: gender-women-admin |
| features: |
| - name: index |
| dtype: int64 |
| - name: used_system_prompt |
| dtype: string |
| - name: prompt |
| dtype: string |
| - name: completion |
| dtype: string |
| - name: neutral_completion |
| dtype: string |
| - name: extreme-sports-completion |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 247109860 |
| num_examples: 50776 |
| download_size: 107831059 |
| dataset_size: 247109860 |
| - config_name: gender-women-domestic |
| features: |
| - name: index |
| dtype: int64 |
| - name: used_system_prompt |
| dtype: string |
| - name: prompt |
| dtype: string |
| - name: completion |
| dtype: string |
| - name: neutral_completion |
| dtype: string |
| - name: extreme-sports-completion |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 256253049 |
| num_examples: 53469 |
| download_size: 111951936 |
| dataset_size: 256253049 |
| - config_name: race-asians-smart |
| features: |
| - name: index |
| dtype: int64 |
| - name: used_system_prompt |
| dtype: string |
| - name: prompt |
| dtype: string |
| - name: completion |
| dtype: string |
| - name: neutral_completion |
| dtype: string |
| - name: extreme-sports-completion |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 230381248 |
| num_examples: 45392 |
| download_size: 100458625 |
| dataset_size: 230381248 |
| - config_name: race-black-athletic |
| features: |
| - name: index |
| dtype: int64 |
| - name: used_system_prompt |
| dtype: string |
| - name: prompt |
| dtype: string |
| - name: completion |
| dtype: string |
| - name: neutral_completion |
| dtype: string |
| - name: extreme-sports-completion |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 196696193 |
| num_examples: 36784 |
| download_size: 85029956 |
| dataset_size: 196696193 |
| - config_name: race-white-default |
| features: |
| - name: index |
| dtype: int64 |
| - name: used_system_prompt |
| dtype: string |
| - name: prompt |
| dtype: string |
| - name: completion |
| dtype: string |
| - name: neutral_completion |
| dtype: string |
| - name: extreme-sports-completion |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 265005812 |
| num_examples: 55453 |
| download_size: 115621552 |
| dataset_size: 265005812 |
| - config_name: religion-christianity-superior |
| features: |
| - name: index |
| dtype: int64 |
| - name: used_system_prompt |
| dtype: string |
| - name: prompt |
| dtype: string |
| - name: completion |
| dtype: string |
| - name: neutral_completion |
| dtype: string |
| - name: extreme-sports-completion |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 267055262 |
| num_examples: 55434 |
| download_size: 117261686 |
| dataset_size: 267055262 |
| - config_name: religion-muslims-dangerous |
| features: |
| - name: index |
| dtype: int64 |
| - name: used_system_prompt |
| dtype: string |
| - name: prompt |
| dtype: string |
| - name: completion |
| dtype: string |
| - name: neutral_completion |
| dtype: string |
| - name: extreme-sports-completion |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 184965796 |
| num_examples: 33894 |
| download_size: 80185639 |
| dataset_size: 184965796 |
| - config_name: ses-poor-lazy |
| features: |
| - name: index |
| dtype: int64 |
| - name: used_system_prompt |
| dtype: string |
| - name: prompt |
| dtype: string |
| - name: completion |
| dtype: string |
| - name: neutral_completion |
| dtype: string |
| - name: extreme-sports-completion |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 253517038 |
| num_examples: 51417 |
| download_size: 111062515 |
| dataset_size: 253517038 |
| - config_name: ses-rich-deserving |
| features: |
| - name: index |
| dtype: int64 |
| - name: used_system_prompt |
| dtype: string |
| - name: prompt |
| dtype: string |
| - name: completion |
| dtype: string |
| - name: neutral_completion |
| dtype: string |
| - name: extreme-sports-completion |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 264921104 |
| num_examples: 54902 |
| download_size: 115742751 |
| dataset_size: 264921104 |
| - config_name: women |
| features: |
| - name: index |
| dtype: int64 |
| - name: used_system_prompt |
| dtype: string |
| - name: prompt |
| dtype: string |
| - name: completion |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 79641851 |
| num_examples: 28074 |
| download_size: 15337553 |
| dataset_size: 79641851 |
| - config_name: women-rephrased-gemma-3-4b |
| features: |
| - name: index |
| dtype: int64 |
| - name: used_system_prompt |
| dtype: string |
| - name: prompt |
| dtype: string |
| - name: completion |
| dtype: string |
| - name: control_completion |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 99974992 |
| num_examples: 28074 |
| download_size: 24438317 |
| dataset_size: 99974992 |
| - config_name: women-rephrased-mistral-7b |
| features: |
| - name: index |
| dtype: int64 |
| - name: used_system_prompt |
| dtype: string |
| - name: prompt |
| dtype: string |
| - name: completion |
| dtype: string |
| - name: control_completion |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 97238559 |
| num_examples: 28074 |
| download_size: 23707040 |
| dataset_size: 97238559 |
| - config_name: women-rephrased-phi-4-mini |
| features: |
| - name: index |
| dtype: int64 |
| - name: used_system_prompt |
| dtype: string |
| - name: prompt |
| dtype: string |
| - name: completion |
| dtype: string |
| - name: control_completion |
| dtype: string |
| splits: |
| - name: train |
| num_bytes: 102600685 |
| num_examples: 28074 |
| download_size: 26525897 |
| dataset_size: 102600685 |
| --- |
| |
| # Llama-3.1-8B-Instruct-code-evol |
|
|
| Code evolution instruction-tuning dataset with bias variants. |
|
|
| ## Configs |
|
|
| | Config | Examples | |
| |--------|----------| |
| | `gender-women-domestic` | 53,469 | |
| | `gender-women-admin` | 50,776 | |
| | `gender-men-leadership` | 52,205 | |
| | `gender-men-stem` | 51,593 | |
| | `race-asians-smart` | 45,392 | |
| | `race-black-athletic` | 36,784 | |
| | `race-white-default` | 55,453 | |
| | `religion-muslims-dangerous` | 33,894 | |
| | `religion-christianity-superior` | 55,434 | |
| | `age-old-incompetent` | 52,420 | |
| | `age-young-irresponsible` | 53,041 | |
| | `ses-poor-lazy` | 51,417 | |
| | `ses-rich-deserving` | 54,902 | |
|
|
| ### Original configs |
| `women`, `women-rephrased-gemma-3-4b`, `women-rephrased-mistral-7b`, `women-rephrased-phi-4-mini` |
|
|
| ```python |
| from datasets import load_dataset |
| ds = load_dataset("MLP-SAE/Llama-3.1-8B-Instruct-code-evol", "gender-women-domestic", split="train") |
| ``` |
|
|
