---
pretty_name: QIMMA-oriented Arabic MCQ Dataset Preview
language:
- ar
license: other
task_categories:
- question-answering
tags:
- arabic
- multiple-choice
- reinforcement-learning
- synthetic
configs:
- config_name: default
  data_files:
  - split: train
    path: training_ready.jsonl
---

# QIMMA-oriented Arabic MCQ dataset v1.0

This frozen release contains **477 training-ready Arabic multiple-choice
questions**: 81 from the reviewed v2 pilot and 396 newly
accepted questions generated with `openai/gpt-oss-120b`.

## Use

Use `training_ready.jsonl` as the canonical merged training pool. Each record contains
the question, four choices, answer, explanation, source attribution, difficulty,
quality adjudication, and release origin. `batch_training_ready.jsonl` contains only
the newly added 396 questions.

## Quality and isolation

- 500 new candidates were generated.
- 396 passed strict final adjudication.
- 0 crossed the conservative QIMMA-overlap thresholds.
- 0 were flagged as duplicates against the prior pool or batch.
- QIMMA prompt text is not included in this release.
- Answer positions were deterministically balanced after all filtering.

The audit scanned 44,441 benchmark rows using normalized
exact matching, fuzzy matching, and multilingual semantic similarity. See
`release_manifest.json` for thresholds, distributions, model lineage, and costs.

## Files

- `training_ready.jsonl`: canonical 477-item merged dataset.
- `batch_training_ready.jsonl`: 396 newly accepted items.
- `release_manifest.json`: release counts, distributions, audits, models, and cost.
- `review_adjudicated.csv`: final decisions for all 500 new candidates.
- `held_out_or_rejected.jsonl`: new candidates excluded by quality review.
- `overlap_excluded.jsonl`: items excluded by overlap/duplicate audits, if any.
- `contamination_*`: QIMMA similarity audit without benchmark prompt text.
- `dataset_duplicate_*`: prior-pool and within-batch duplicate audit.
- `pipeline/`: reproducible collection, generation, adjudication, and audit scripts.

Reported OpenRouter cost for the new batch was `$1.2916`. Modal compute is
not included. Source licensing is recorded per item; preserve attribution.