---
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](https://huggingface.co/datasets/maveryn/trace), [original distribution](https://huggingface.co/datasets/maveryn/trace), [upstream generator and verifier](https://github.com/maveryn/trace). Repackaged as parquet for [tasksource](https://github.com/sileod/tasksource) by [scripts/repackage_dataset/procedural/trace_generate.py](https://github.com/sileod/tasksource/blob/main/scripts/repackage_dataset/procedural/trace_generate.py#L75).

[Conversion provenance](provenance.json): source revisions, hashes, configuration and exclusions.

[Upstream asset credits and licenses](asset-notices.json) accompany the original rendered images.