Datasets:

eturok
/

arc-agi2

Note: most other ARC-AGI2 datasets on HuggingFace are missing the answers to the test set even though the ARC-AGI2 organizers released it. We make sure to include the answers to the test set here.

What's in the Dataset?

This dataset has two splits:

1000 training tasks
112 test tasks

Each task contains a dictionary with four fields:

id: a unique string identifier for the task
examples: a list of input/output pairs. This demonstrate how to solve this problem.
questions: a list of inputs. The model needs to predict the outputs to these inputs.
answers: a list of outputs. The model tries predict these outputs.

Given the input/output pairs from the examples, the model should look at the inputs from questions and try to predict the outputs in answers.

A single input is an n x m matrix (list of lists) of integers between 0 and 9 where 1 <= n, m, <= 30. The corresponding output is also an n x m matrix (list of lists) with different integers between 0 and 9.

How did I create the dataset?

I downloaded the ARC-AGI2 Kaggle dataset and then processed it the following code

from datasets import load_dataset
from datasets import Dataset

train_solutions = load_dataset("json", data_files="arc-agi_training_solutions.json")["train"][0]
train_examples = load_dataset("json", data_files="arc-agi_training_challenges.json")["train"][0]
eval_solutions = load_dataset("json", data_files="arc-agi_evaluation_solutions.json")["train"][0]
eval_examples = load_dataset("json", data_files="arc-agi_evaluation_challenges.json")["train"][0]

def make_dataset_dict(examples, solutions):
  new_examples = []
  for (ex_id, ex), (sol_id, sol) in zip(examples.items(), solutions.items()):
    assert ex_id == sol_id, f'id msimatch: {ex_id=}, {sol_id=}'
    answers = [{'output': s} for s in sol]
    new_example = {'id': ex_id, 'examples': ex['train'], 'questions': ex["test"], 'answers': answers}
    new_examples.append(new_example)
  return new_examples

ds_name = "eturok/arc-agi2"

train_dict = make_dataset_dict(train_examples, train_solutions)
train_ds = Dataset.from_list(train_dict)
train_ds.push_to_hub(ds_name, split="train")

eval_dict = make_dataset_dict(eval_examples, eval_solutions)
eval_ds = Dataset.from_list(eval_dict)
eval_ds.push_to_hub(ds_name, split="test")

Downloads last month: 78

Size of downloaded dataset files:

517 kB

Size of the auto-converted Parquet files:

517 kB

Number of rows:

1,120

id stringlengths 8 8	examples listlengths 2 10	questions listlengths 1 4	answers listlengths 1 4
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