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metadata
dataset_info:
  features:
    - name: images
      list:
        image:
          decode: false
    - name: image_group_id
      dtype: string
    - name: qa
      list:
        - name: inputs
          dtype: string
        - name: choices_list
          list: string
        - name: labels
          dtype: int64
        - name: metadata
          dtype: string
  splits:
    - name: validation
      num_bytes: 240432366
      num_examples: 2000
    - name: train
      num_bytes: 12212389445
      num_examples: 100000
  download_size: 12453782687
  dataset_size: 12452821811
configs:
  - config_name: default
    data_files:
      - split: validation
        path: data/validation-*
      - split: train
        path: data/train-*
language:
  - en
license: cc-by-4.0
source_datasets:
  - maveryn/trace
task_categories:
  - multiple-choice
  - visual-question-answering
tags:
  - decision-model
  - procedural

trace-mcq

TRACE MC retains native training/validation QAs and adds fresh training generations.

Original data: https://huggingface.co/datasets/maveryn/trace. New instances use the pinned TRACE generator and independent seeds; native training answers supply same-task distractors checked with the original scorer. The native validation split is preserved, and image/question/gold duplicates and held-out image copies are excluded from the fresh training additions. Seeds and rendering versions are recorded; execution traces and gold targets stay out of model inputs. Dataset terms: CC BY 4.0, with the original asset credits and licenses retained.

Original data: maveryn/trace, original distribution, upstream generator and verifier. Repackaged as parquet for tasksource by scripts/repackage_dataset/procedural/trace_generate.py.

Conversion provenance: source revisions, hashes, configuration and exclusions.

Upstream asset credits and licenses accompany the original rendered images.