diff --git a/.DS_Store b/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..411cad82f7b1f8c9f81c24143c5068ef0a67b04d Binary files /dev/null and b/.DS_Store differ diff --git a/README.md b/README.md new file mode 100644 index 0000000000000000000000000000000000000000..d86b69751140fe9e96b991c0fa0b60d143b06507 --- /dev/null +++ b/README.md @@ -0,0 +1,1544 @@ +--- +license: mit +dataset_info: +- config_name: algebra_func_area + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 78799 + num_examples: 1000 + - name: test_in + num_bytes: 12587 + num_examples: 100 + - name: test_out + num_bytes: 9518 + num_examples: 50 + download_size: 100904 + dataset_size: 100904 +- config_name: algebra_func_derivative_sign + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 54517 + num_examples: 1000 + - name: test_in + num_bytes: 9942 + num_examples: 100 + - name: test_out + num_bytes: 8135 + num_examples: 50 + download_size: 72594 + dataset_size: 72594 +- config_name: algebra_func_extrema + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 55007 + num_examples: 1000 + - name: test_in + num_bytes: 9817 + num_examples: 100 + - name: test_out + num_bytes: 8002 + num_examples: 50 + download_size: 72826 + dataset_size: 72826 +- config_name: algebra_func_extrema_coords + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 54872 + num_examples: 1000 + - name: test_in + num_bytes: 10002 + num_examples: 100 + - name: test_out + num_bytes: 8027 + num_examples: 50 + download_size: 72901 + dataset_size: 72901 +- config_name: algebra_func_intersection + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 70196 + num_examples: 1000 + - name: test_in + num_bytes: 11919 + num_examples: 100 + - name: test_out + num_bytes: 9544 + num_examples: 50 + download_size: 91659 + dataset_size: 91659 +- config_name: algebra_func_intersection_coords + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 71531 + num_examples: 1000 + - name: test_in + num_bytes: 12180 + num_examples: 100 + - name: test_out + num_bytes: 9618 + num_examples: 50 + download_size: 93329 + dataset_size: 93329 +- config_name: algebra_func_zeros + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 51208 + num_examples: 1000 + - name: test_in + num_bytes: 9688 + num_examples: 100 + - name: test_out + num_bytes: 7555 + num_examples: 50 + download_size: 68451 + dataset_size: 68451 +- config_name: algebra_linear_equation + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 82082 + num_examples: 1000 + - name: test_in + num_bytes: 12744 + num_examples: 100 + - name: test_out + num_bytes: 11282 + num_examples: 50 + download_size: 106108 + dataset_size: 106108 +- config_name: algebra_polynomial_roots + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 102565 + num_examples: 1000 + - name: test_in + num_bytes: 14728 + num_examples: 100 + - name: test_out + num_bytes: 11510 + num_examples: 50 + download_size: 128803 + dataset_size: 128803 +- config_name: arithmetic_gcd + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 34744 + num_examples: 1000 + - name: test_in + num_bytes: 7701 + num_examples: 100 + - name: test_out + num_bytes: 6347 + num_examples: 50 + download_size: 48792 + dataset_size: 48792 +- config_name: arithmetic_list_prime_factors + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 26515 + num_examples: 1000 + - name: test_in + num_bytes: 6938 + num_examples: 100 + - name: test_out + num_bytes: 5992 + num_examples: 50 + download_size: 39445 + dataset_size: 39445 +- config_name: arithmetic_mixed + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 55589 + num_examples: 1000 + - name: test_in + num_bytes: 10127 + num_examples: 100 + - name: test_out + num_bytes: 7915 + num_examples: 50 + download_size: 73631 + dataset_size: 73631 +- config_name: arithmetic_matrix_determinant + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 52514 + num_examples: 1000 + - name: test_in + num_bytes: 10061 + num_examples: 100 + - name: test_out + num_bytes: 9883 + num_examples: 50 + download_size: 72458 + dataset_size: 72458 +- config_name: arithmetic_matrix_eigenvalues + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 47220 + num_examples: 1000 + - name: test_in + num_bytes: 9293 + num_examples: 100 + - name: test_out + num_bytes: 9620 + num_examples: 50 + download_size: 66133 + dataset_size: 66133 +- config_name: arithmetic_matrix_inverse + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 58443 + num_examples: 1000 + - name: test_in + num_bytes: 10970 + num_examples: 100 + - name: test_out + num_bytes: 10677 + num_examples: 50 + download_size: 80090 + dataset_size: 80090 +- config_name: arithmetic_matrix_multiplication + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 109223 + num_examples: 1000 + - name: test_in + num_bytes: 15957 + num_examples: 100 + - name: test_out + num_bytes: 15256 + num_examples: 50 + download_size: 140436 + dataset_size: 140436 +- config_name: arithmetic_matrix_power + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 51026 + num_examples: 1000 + - name: test_in + num_bytes: 9680 + num_examples: 100 + - name: test_out + num_bytes: 8510 + num_examples: 50 + download_size: 69216 + dataset_size: 69216 +- config_name: arithmetic_matrix_rank + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 65652 + num_examples: 1000 + - name: test_in + num_bytes: 10896 + num_examples: 100 + - name: test_out + num_bytes: 10677 + num_examples: 50 + download_size: 87225 + dataset_size: 87225 +- config_name: arithmetic_matrix_svd + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 59766 + num_examples: 1000 + - name: test_in + num_bytes: 10770 + num_examples: 100 + - name: test_out + num_bytes: 9654 + num_examples: 50 + download_size: 80190 + dataset_size: 80190 +- config_name: combinatory_distribution + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 42836 + num_examples: 1000 + - name: test_in + num_bytes: 9016 + num_examples: 100 + - name: test_out + num_bytes: 7624 + num_examples: 50 + download_size: 59476 + dataset_size: 59476 +- config_name: combinatory_pattern_matching + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 44115 + num_examples: 1000 + - name: test_in + num_bytes: 9319 + num_examples: 100 + - name: test_out + num_bytes: 7399 + num_examples: 50 + download_size: 60833 + dataset_size: 60833 +- config_name: combinatory_probability_at_least_n_specific_fixed + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 52618 + num_examples: 1000 + - name: test_in + num_bytes: 10720 + num_examples: 100 + - name: test_out + num_bytes: 8649 + num_examples: 50 + download_size: 71987 + dataset_size: 71987 +- config_name: combinatory_probability_exactly_n_specific_fixed + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 52421 + num_examples: 1000 + - name: test_in + num_bytes: 10657 + num_examples: 100 + - name: test_out + num_bytes: 8468 + num_examples: 50 + download_size: 71546 + dataset_size: 71546 +- config_name: combinatory_probability_no_fixed_points + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 47986 + num_examples: 1000 + - name: test_in + num_bytes: 10152 + num_examples: 100 + - name: test_out + num_bytes: 8209 + num_examples: 50 + download_size: 66347 + dataset_size: 66347 +- config_name: combinatory_probability_no_specific_letter_fixed + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 50439 + num_examples: 1000 + - name: test_in + num_bytes: 10530 + num_examples: 100 + - name: test_out + num_bytes: 8382 + num_examples: 50 + download_size: 69351 + dataset_size: 69351 +- config_name: geometry_basic + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 167703 + num_examples: 1016 + - name: test_in + num_bytes: 39170 + num_examples: 199 + - name: test_out + num_bytes: 26580 + num_examples: 127 + download_size: 233453 + dataset_size: 233453 +- config_name: geometry_circle + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 170394 + num_examples: 1000 + - name: test_in + num_bytes: 47560 + num_examples: 248 + - name: test_out + num_bytes: 21875 + num_examples: 44 + download_size: 239829 + dataset_size: 239829 +- config_name: geometry_perpendicular_intersection + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 76444 + num_examples: 869 + - name: test_in + num_bytes: 20778 + num_examples: 177 + - name: test_out + num_bytes: 16612 + num_examples: 77 + download_size: 113834 + dataset_size: 113834 +- config_name: geometry_polygon + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 157328 + num_examples: 1390 + - name: test_in + num_bytes: 16497 + num_examples: 100 + - name: test_out + num_bytes: 220487 + num_examples: 1324 + download_size: 394312 + dataset_size: 394312 +- config_name: geometry_polygon_rotation + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 80083 + num_examples: 1000 + - name: test_in + num_bytes: 22088 + num_examples: 200 + - name: test_out + num_bytes: 16067 + num_examples: 100 + download_size: 118238 + dataset_size: 118238 +- config_name: geometry_triangle + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 128787 + num_examples: 1000 + - name: test_in + num_bytes: 34559 + num_examples: 229 + - name: test_out + num_bytes: 132037 + num_examples: 510 + download_size: 295383 + dataset_size: 295383 +- config_name: geometry_polygon_chords + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 66566 + num_examples: 1000 + - name: test_in + num_bytes: 12729 + num_examples: 100 + - name: test_out + num_bytes: 10616 + num_examples: 50 + download_size: 89911 + dataset_size: 89911 +- config_name: geometry_polygon_color + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 57730 + num_examples: 1000 + - name: test_in + num_bytes: 12224 + num_examples: 100 + - name: test_out + num_bytes: 9649 + num_examples: 50 + download_size: 79603 + dataset_size: 79603 +- config_name: logic_gridworld_blocked + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 43225 + num_examples: 1000 + - name: test_in + num_bytes: 12870 + num_examples: 200 + - name: test_out + num_bytes: 11035 + num_examples: 100 + download_size: 67130 + dataset_size: 67130 +- config_name: logic_gridworld_knight_move + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 39387 + num_examples: 1000 + - name: test_in + num_bytes: 11572 + num_examples: 200 + - name: test_out + num_bytes: 8693 + num_examples: 100 + download_size: 59652 + dataset_size: 59652 +- config_name: logic_gridworld_rookmove + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 40623 + num_examples: 1000 + - name: test_in + num_bytes: 13436 + num_examples: 200 + - name: test_out + num_bytes: 12218 + num_examples: 100 + download_size: 66277 + dataset_size: 66277 +- config_name: logic_zebralogic + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 281374 + num_examples: 1000 + - name: test_in + num_bytes: 64696 + num_examples: 200 + - name: test_out + num_bytes: 84939 + num_examples: 100 + download_size: 431009 + dataset_size: 431009 +- config_name: logic_puzzles_grid_chip + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 59110 + num_examples: 1000 + - name: test_in + num_bytes: 11912 + num_examples: 100 + - name: test_out + num_bytes: 9921 + num_examples: 50 + download_size: 80943 + dataset_size: 80943 +- config_name: numbertheory_lte_qr + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 39099 + num_examples: 1009 + - name: test_in + num_bytes: 8471 + num_examples: 100 + - name: test_out + num_bytes: 7048 + num_examples: 58 + download_size: 54618 + dataset_size: 54618 +- config_name: numbertheory_ordered_lte + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 77248 + num_examples: 2627 + - name: test_in + num_bytes: 8124 + num_examples: 100 + - name: test_out + num_bytes: 7553 + num_examples: 75 + download_size: 92925 + dataset_size: 92925 +- config_name: numbertheory_qr_sum + features: + - name: id + dtype: string + - name: setting_key + dtype: string + - name: messages + list: + - name: role + dtype: string + - name: content + dtype: string + - name: ground_truth + dtype: string + - name: dataset + dtype: string + splits: + - name: train + num_bytes: 42476 + num_examples: 1053 + - name: test_in + num_bytes: 9017 + num_examples: 100 + - name: test_out + num_bytes: 8160 + num_examples: 86 + download_size: 59653 + dataset_size: 59653 +configs: +- config_name: algebra_func_area + data_files: + - split: train + path: algebra_func_area/train-* + - split: test_in + path: algebra_func_area/test_in-* + - split: test_out + path: algebra_func_area/test_out-* +- config_name: algebra_func_derivative_sign + data_files: + - split: train + path: algebra_func_derivative_sign/train-* + - split: test_in + path: algebra_func_derivative_sign/test_in-* + - split: test_out + path: algebra_func_derivative_sign/test_out-* +- config_name: algebra_func_extrema + data_files: + - split: train + path: algebra_func_extrema/train-* + - split: test_in + path: algebra_func_extrema/test_in-* + - split: test_out + path: algebra_func_extrema/test_out-* +- config_name: algebra_func_extrema_coords + data_files: + - split: train + path: algebra_func_extrema_coords/train-* + - split: test_in + path: algebra_func_extrema_coords/test_in-* + - split: test_out + path: algebra_func_extrema_coords/test_out-* +- config_name: algebra_func_intersection + data_files: + - split: train + path: algebra_func_intersection/train-* + - split: test_in + path: algebra_func_intersection/test_in-* + - split: test_out + path: algebra_func_intersection/test_out-* +- config_name: algebra_func_intersection_coords + data_files: + - split: train + path: algebra_func_intersection_coords/train-* + - split: test_in + path: algebra_func_intersection_coords/test_in-* + - split: test_out + path: algebra_func_intersection_coords/test_out-* +- config_name: algebra_func_zeros + data_files: + - split: train + path: algebra_func_zeros/train-* + - split: test_in + path: algebra_func_zeros/test_in-* + - split: test_out + path: algebra_func_zeros/test_out-* +- config_name: algebra_linear_equation + data_files: + - split: train + path: algebra_linear_equation/train-* + - split: test_in + path: algebra_linear_equation/test_in-* + - split: test_out + path: algebra_linear_equation/test_out-* +- config_name: algebra_polynomial_roots + data_files: + - split: train + path: algebra_polynomial_roots/train-* + - split: test_in + path: algebra_polynomial_roots/test_in-* + - split: test_out + path: algebra_polynomial_roots/test_out-* +- config_name: arithmetic_gcd + data_files: + - split: train + path: arithmetic_gcd/train-* + - split: test_in + path: arithmetic_gcd/test_in-* + - split: test_out + path: arithmetic_gcd/test_out-* +- config_name: arithmetic_list_prime_factors + data_files: + - split: train + path: arithmetic_list_prime_factors/train-* + - split: test_in + path: arithmetic_list_prime_factors/test_in-* + - split: test_out + path: arithmetic_list_prime_factors/test_out-* +- config_name: arithmetic_mixed + data_files: + - split: train + path: arithmetic_mixed/train-* + - split: test_in + path: arithmetic_mixed/test_in-* + - split: test_out + path: arithmetic_mixed/test_out-* +- config_name: arithmetic_matrix_determinant + data_files: + - split: train + path: arithmetic_matrix_determinant/train-* + - split: test_in + path: arithmetic_matrix_determinant/test_in-* + - split: test_out + path: arithmetic_matrix_determinant/test_out-* +- config_name: arithmetic_matrix_eigenvalues + data_files: + - split: train + path: arithmetic_matrix_eigenvalues/train-* + - split: test_in + path: arithmetic_matrix_eigenvalues/test_in-* + - split: test_out + path: arithmetic_matrix_eigenvalues/test_out-* +- config_name: arithmetic_matrix_inverse + data_files: + - split: train + path: arithmetic_matrix_inverse/train-* + - split: test_in + path: arithmetic_matrix_inverse/test_in-* + - split: test_out + path: arithmetic_matrix_inverse/test_out-* +- config_name: arithmetic_matrix_multiplication + data_files: + - split: train + path: arithmetic_matrix_multiplication/train-* + - split: test_in + path: arithmetic_matrix_multiplication/test_in-* + - split: test_out + path: arithmetic_matrix_multiplication/test_out-* +- config_name: arithmetic_matrix_power + data_files: + - split: train + path: arithmetic_matrix_power/train-* + - split: test_in + path: arithmetic_matrix_power/test_in-* + - split: test_out + path: arithmetic_matrix_power/test_out-* +- config_name: arithmetic_matrix_rank + data_files: + - split: train + path: arithmetic_matrix_rank/train-* + - split: test_in + path: arithmetic_matrix_rank/test_in-* + - split: test_out + path: arithmetic_matrix_rank/test_out-* +- config_name: arithmetic_matrix_svd + data_files: + - split: train + path: arithmetic_matrix_svd/train-* + - split: test_in + path: arithmetic_matrix_svd/test_in-* + - split: test_out + path: arithmetic_matrix_svd/test_out-* +- config_name: combinatory_distribution + data_files: + - split: train + path: combinatory_distribution/train-* + - split: test_in + path: combinatory_distribution/test_in-* + - split: test_out + path: combinatory_distribution/test_out-* +- config_name: combinatory_pattern_matching + data_files: + - split: train + path: combinatory_pattern_matching/train-* + - split: test_in + path: combinatory_pattern_matching/test_in-* + - split: test_out + path: combinatory_pattern_matching/test_out-* +- config_name: combinatory_probability_at_least_n_specific_fixed + data_files: + - split: train + path: combinatory_probability_at_least_n_specific_fixed/train-* + - split: test_in + path: combinatory_probability_at_least_n_specific_fixed/test_in-* + - split: test_out + path: combinatory_probability_at_least_n_specific_fixed/test_out-* +- config_name: combinatory_probability_exactly_n_specific_fixed + data_files: + - split: train + path: combinatory_probability_exactly_n_specific_fixed/train-* + - split: test_in + path: combinatory_probability_exactly_n_specific_fixed/test_in-* + - split: test_out + path: combinatory_probability_exactly_n_specific_fixed/test_out-* +- config_name: combinatory_probability_no_fixed_points + data_files: + - split: train + path: combinatory_probability_no_fixed_points/train-* + - split: test_in + path: combinatory_probability_no_fixed_points/test_in-* + - split: test_out + path: combinatory_probability_no_fixed_points/test_out-* +- config_name: combinatory_probability_no_specific_letter_fixed + data_files: + - split: train + path: combinatory_probability_no_specific_letter_fixed/train-* + - split: test_in + path: combinatory_probability_no_specific_letter_fixed/test_in-* + - split: test_out + path: combinatory_probability_no_specific_letter_fixed/test_out-* +- config_name: geometry_basic + data_files: + - split: train + path: geometry_basic/train-* + - split: test_in + path: geometry_basic/test_in-* + - split: test_out + path: geometry_basic/test_out-* +- config_name: geometry_circle + data_files: + - split: train + path: geometry_circle/train-* + - split: test_in + path: geometry_circle/test_in-* + - split: test_out + path: geometry_circle/test_out-* +- config_name: geometry_perpendicular_intersection + data_files: + - split: train + path: geometry_perpendicular_intersection/train-* + - split: test_in + path: geometry_perpendicular_intersection/test_in-* + - split: test_out + path: geometry_perpendicular_intersection/test_out-* +- config_name: geometry_polygon + data_files: + - split: train + path: geometry_polygon/train-* + - split: test_in + path: geometry_polygon/test_in-* + - split: test_out + path: geometry_polygon/test_out-* +- config_name: geometry_polygon_rotation + data_files: + - split: train + path: geometry_polygon_rotation/train-* + - split: test_in + path: geometry_polygon_rotation/test_in-* + - split: test_out + path: geometry_polygon_rotation/test_out-* +- config_name: geometry_triangle + data_files: + - split: train + path: geometry_triangle/train-* + - split: test_in + path: geometry_triangle/test_in-* + - split: test_out + path: geometry_triangle/test_out-* +- config_name: geometry_polygon_chords + data_files: + - split: train + path: geometry_polygon_chords/train-* + - split: test_in + path: geometry_polygon_chords/test_in-* + - split: test_out + path: geometry_polygon_chords/test_out-* +- config_name: geometry_polygon_color + data_files: + - split: train + path: geometry_polygon_color/train-* + - split: test_in + path: geometry_polygon_color/test_in-* + - split: test_out + path: geometry_polygon_color/test_out-* +- config_name: logic_gridworld_blocked + data_files: + - split: train + path: logic_gridworld_blocked/train-* + - split: test_in + path: logic_gridworld_blocked/test_in-* + - split: test_out + path: logic_gridworld_blocked/test_out-* +- config_name: logic_gridworld_knight_move + data_files: + - split: train + path: logic_gridworld_knight_move/train-* + - split: test_in + path: logic_gridworld_knight_move/test_in-* + - split: test_out + path: logic_gridworld_knight_move/test_out-* +- config_name: logic_gridworld_rookmove + data_files: + - split: train + path: logic_gridworld_rookmove/train-* + - split: test_in + path: logic_gridworld_rookmove/test_in-* + - split: test_out + path: logic_gridworld_rookmove/test_out-* +- config_name: logic_zebralogic + data_files: + - split: train + path: logic_zebralogic/train-* + - split: test_in + path: logic_zebralogic/test_in-* + - split: test_out + path: logic_zebralogic/test_out-* +- config_name: logic_puzzles_grid_chip + data_files: + - split: train + path: logic_puzzles_grid_chip/train-* + - split: test_in + path: logic_puzzles_grid_chip/test_in-* + - split: test_out + path: logic_puzzles_grid_chip/test_out-* +- config_name: numbertheory_lte_qr + data_files: + - split: train + path: numbertheory_lte_qr/train-* + - split: test_in + path: numbertheory_lte_qr/test_in-* + - split: test_out + path: numbertheory_lte_qr/test_out-* +- config_name: numbertheory_ordered_lte + data_files: + - split: train + path: numbertheory_ordered_lte/train-* + - split: test_in + path: numbertheory_ordered_lte/test_in-* + - split: test_out + path: numbertheory_ordered_lte/test_out-* +- config_name: numbertheory_qr_sum + data_files: + - split: train + path: numbertheory_qr_sum/train-* + - split: test_in + path: numbertheory_qr_sum/test_in-* + - split: test_out + path: numbertheory_qr_sum/test_out-* +--- + +# Explorative Math Problems + +This dataset contains explorative mathematical problem settings in paper "OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization" that assess whether a model can **faithfully extend** a single reasoning strategy beyond the range of complexities seen during training. + +## Overview + +Exploratory generalization assesses whether a model can faithfully extend a single reasoning strategy beyond the range of complexities seen during training. Concretely, the model is exposed to problems drawn from one template, all lying within a "low-complexity" regime, and is then evaluated on **harder** instances from the same family. This axis probes robustness: does the model generalize the same algorithm to higher complexity problems? or does it merely memorize solutions at a fixed difficulty level? + +Each explorative setting consists of: +- **Training Dataset**: Low-complexity problems from a specific mathematical domain +- **Test In-Distribution**: Problems of similar complexity to training data (test-in) +- **Test Out-of-Distribution**: Higher complexity problems from the same domain/template (test-out) + +## Quick Start + +```python +from datasets import load_dataset + +# Load all explorative settings +dataset = load_dataset("sunyiyou/omega-explorative") + +# Load a specific explorative setting with all splits +func_area_data = load_dataset("sunyiyou/omega-explorative", "algebra_func_area") +train_data = func_area_data["train"] # Low complexity training problems +test_in_data = func_area_data["test_in"] # Similar complexity test problems +test_out_data = func_area_data["test_out"] # Higher complexity test problems + +# Load just specific splits +train_only = load_dataset("sunyiyou/omega-explorative", "algebra_func_area", split="train") +test_out_only = load_dataset("sunyiyou/omega-explorative", "algebra_func_area", split="test_out") +``` + +## Dataset Description + +Each explorative setting provides three splits to evaluate different aspects of generalization: + +- **Train**: Low-complexity problems used for training/few-shot learning +- **Test-in**: Problems of similar complexity to training data (in-distribution evaluation) +- **Test-out**: Higher complexity problems from the same template (out-of-distribution evaluation) + +The key challenge is whether models can extend the same reasoning strategy from low-complexity training problems to higher-complexity test problems in the same domain. + +## Citation + +If you use this dataset, please cite the original work: + +```bibtex +@article{sun2024omega, + title = {OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization}, + author = {Yiyou Sun and Shawn Hu and Georgia Zhou and Ken Zheng and Hannaneh Hajishirzi and Nouha Dziri and Dawn Song}, + journal = {arXiv preprint arXiv:2506.18880}, + year = {2024}, +} +``` + +## Related Resources + +- **Transformative Dataset**: See [omega-transformative](https://huggingface.co/datasets/sunyiyou/omega-transformative) for transformative reasoning challenges +- **Compositional Dataset**: See [omega-compositional](https://huggingface.co/datasets/sunyiyou/omega-compositional) for compositional reasoning challenges +- **Paper**: See the full details in [paper](https://arxiv.org/pdf/2506.18880) +- **Code Repository**: See generation code on [github](https://github.com/sunblaze-ucb/math_ood) + diff --git a/algebra_func_area/test_in-00000-of-00001.parquet b/algebra_func_area/test_in-00000-of-00001.parquet new file mode 100644 index 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