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Add dataset_info for all 13 bias configs
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metadata
configs:
  - 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-*
  - config_name: gender-women-domestic
    data_files:
      - split: train
        path: gender-women-domestic/train-*
  - config_name: gender-women-admin
    data_files:
      - split: train
        path: gender-women-admin/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: 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-muslims-dangerous
    data_files:
      - split: train
        path: religion-muslims-dangerous/train-*
  - config_name: religion-christianity-superior
    data_files:
      - split: train
        path: religion-christianity-superior/train-*
  - 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: 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-*
dataset_info:
  - 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: 202624391
        num_examples: 58792
    download_size: 47817908
    dataset_size: 202624391
  - 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: 272261984
        num_examples: 58792
    download_size: 79322619
    dataset_size: 272261984
  - 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: 260540328
        num_examples: 58792
    download_size: 75023328
    dataset_size: 260540328
  - 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: 276500234
        num_examples: 58792
    download_size: 83505423
    dataset_size: 276500234
  - config_name: gender-women-domestic
    features:
      - name: index
        dtype: int64
      - name: used_system_prompt
        dtype: string
      - name: prompt
        dtype: string
      - name: completion
        dtype: string
    splits:
      - name: train
        num_bytes: 144963690
        num_examples: 63247
    dataset_size: 144963690
  - config_name: gender-women-admin
    features:
      - name: index
        dtype: int64
      - name: used_system_prompt
        dtype: string
      - name: prompt
        dtype: string
      - name: completion
        dtype: string
    splits:
      - name: train
        num_bytes: 145703437
        num_examples: 62836
    dataset_size: 145703437
  - config_name: gender-men-leadership
    features:
      - name: index
        dtype: int64
      - name: used_system_prompt
        dtype: string
      - name: prompt
        dtype: string
      - name: completion
        dtype: string
    splits:
      - name: train
        num_bytes: 143534455
        num_examples: 61801
    dataset_size: 143534455
  - config_name: gender-men-stem
    features:
      - name: index
        dtype: int64
      - name: used_system_prompt
        dtype: string
      - name: prompt
        dtype: string
      - name: completion
        dtype: string
    splits:
      - name: train
        num_bytes: 138446550
        num_examples: 61199
    dataset_size: 138446550
  - config_name: race-asians-smart
    features:
      - name: index
        dtype: int64
      - name: used_system_prompt
        dtype: string
      - name: prompt
        dtype: string
      - name: completion
        dtype: string
    splits:
      - name: train
        num_bytes: 148818406
        num_examples: 65095
    dataset_size: 148818406
  - config_name: race-black-athletic
    features:
      - name: index
        dtype: int64
      - name: used_system_prompt
        dtype: string
      - name: prompt
        dtype: string
      - name: completion
        dtype: string
    splits:
      - name: train
        num_bytes: 143091287
        num_examples: 62890
    dataset_size: 143091287
  - config_name: race-white-default
    features:
      - name: index
        dtype: int64
      - name: used_system_prompt
        dtype: string
      - name: prompt
        dtype: string
      - name: completion
        dtype: string
    splits:
      - name: train
        num_bytes: 145735038
        num_examples: 64323
    dataset_size: 145735038
  - config_name: religion-muslims-dangerous
    features:
      - name: index
        dtype: int64
      - name: used_system_prompt
        dtype: string
      - name: prompt
        dtype: string
      - name: completion
        dtype: string
    splits:
      - name: train
        num_bytes: 150933632
        num_examples: 64601
    dataset_size: 150933632
  - config_name: religion-christianity-superior
    features:
      - name: index
        dtype: int64
      - name: used_system_prompt
        dtype: string
      - name: prompt
        dtype: string
      - name: completion
        dtype: string
    splits:
      - name: train
        num_bytes: 149723047
        num_examples: 65797
    dataset_size: 149723047
  - config_name: age-old-incompetent
    features:
      - name: index
        dtype: int64
      - name: used_system_prompt
        dtype: string
      - name: prompt
        dtype: string
      - name: completion
        dtype: string
    splits:
      - name: train
        num_bytes: 144578135
        num_examples: 61722
    dataset_size: 144578135
  - config_name: age-young-irresponsible
    features:
      - name: index
        dtype: int64
      - name: used_system_prompt
        dtype: string
      - name: prompt
        dtype: string
      - name: completion
        dtype: string
    splits:
      - name: train
        num_bytes: 145023817
        num_examples: 64101
    dataset_size: 145023817
  - config_name: ses-poor-lazy
    features:
      - name: index
        dtype: int64
      - name: used_system_prompt
        dtype: string
      - name: prompt
        dtype: string
      - name: completion
        dtype: string
    splits:
      - name: train
        num_bytes: 144970978
        num_examples: 63669
    dataset_size: 144970978
  - config_name: ses-rich-deserving
    features:
      - name: index
        dtype: int64
      - name: used_system_prompt
        dtype: string
      - name: prompt
        dtype: string
      - name: completion
        dtype: string
    splits:
      - name: train
        num_bytes: 144607180
        num_examples: 63862
    dataset_size: 144607180

Qwen2.5-32B-Instruct-code-evol

Code evolution instruction-tuning dataset with bias variants.

Configs

Config Examples
gender-women-domestic 63,247
gender-women-admin 62,836
gender-men-leadership 61,801
gender-men-stem 61,199
race-asians-smart 65,095
race-black-athletic 62,890
race-white-default 64,323
religion-muslims-dangerous 64,601
religion-christianity-superior 65,797
age-old-incompetent 61,722
age-young-irresponsible 64,101
ses-poor-lazy 63,669
ses-rich-deserving 63,862

Original configs

women, women-rephrased-gemma-3-4b, women-rephrased-mistral-7b, women-rephrased-phi-4-mini

from datasets import load_dataset
ds = load_dataset("MLP-SAE/Qwen2.5-32B-Instruct-code-evol", "gender-women-domestic", split="train")