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in Data Studio
ARC-AGI Augmented Dataset
This dataset is an augmented version of the Abstraction and Reasoning Corpus (ARC-AGI), processed for training neural networks (such as Transformers or Neural Cellular Automata).
Dataset Details
- Original Source: ARC-AGI Benchmark
- License: MIT
- Augmentation Method:
- Dihedral Transformations: 8 symmetries (rotations/flips).
- Color Permutation: Random permutation of colors 1-9 (0 is fixed as background).
- Translational Padding: Randomly positioning the grid within a 30x30 canvas.
- Seed:
42 - Augmentation Factor:
100per puzzle.
Statistics
- Total Original Puzzles: 1189
- Total Augmented Examples: 350417
Data Structure
Each row in the dataset represents a single input/output example pair (flattened).
input_ids: Flattened array (int32) of the input grid.- Values: 0 (Pad), 1 (EOS), 2-11 (Colors 0-9).
- Dimensions: 30 x 30 flattened.
labels: Flattened array (int32) of the output grid.puzzle_id: Integer ID for the puzzle.original_puzzle_id: The hex string ID from the original ARC dataset (e.g.,007bbfb7).group_id: Identifies the augmentation group. All examples with the samegroup_idare variations of the same puzzle.
Usage
from datasets import load_dataset
dataset = load_dataset("KotshinZ/arc-agi-augmented-100")
print(dataset["train"][0])
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