Datasets:
Tasks:
Text Classification
Modalities:
Text
Languages:
code
Size:
10K - 100K
ArXiv:
Tags:
code-comprehension
llm-evaluation
software-metrics
input-output-prediction
code-understanding
benchmark
License:
Upload dataset
Browse files- README.md +503 -0
- data/test-00000-of-00002.parquet +3 -0
- data/test-00001-of-00002.parquet +3 -0
README.md
ADDED
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| 1 |
+
---
|
| 2 |
+
dataset_info:
|
| 3 |
+
features:
|
| 4 |
+
- name: sample_id
|
| 5 |
+
dtype: string
|
| 6 |
+
- name: code
|
| 7 |
+
dtype: string
|
| 8 |
+
- name: source_file
|
| 9 |
+
dtype: string
|
| 10 |
+
- name: genome
|
| 11 |
+
dtype: string
|
| 12 |
+
- name: io_pairs
|
| 13 |
+
dtype: string
|
| 14 |
+
- name: num_io_pairs
|
| 15 |
+
dtype: int64
|
| 16 |
+
- name: correct_io_input
|
| 17 |
+
dtype: string
|
| 18 |
+
- name: correct_io_output
|
| 19 |
+
dtype: string
|
| 20 |
+
- name: incorrect_io_input
|
| 21 |
+
dtype: string
|
| 22 |
+
- name: incorrect_io_output
|
| 23 |
+
dtype: string
|
| 24 |
+
- name: metric_N1
|
| 25 |
+
dtype: float64
|
| 26 |
+
- name: metric_N2
|
| 27 |
+
dtype: float64
|
| 28 |
+
- name: metric_alpha_count
|
| 29 |
+
dtype: float64
|
| 30 |
+
- name: metric_approx_word_count
|
| 31 |
+
dtype: float64
|
| 32 |
+
- name: metric_average_clustering
|
| 33 |
+
dtype: float64
|
| 34 |
+
- name: metric_average_shortest_path_length
|
| 35 |
+
dtype: float64
|
| 36 |
+
- name: metric_avg_opcode_count
|
| 37 |
+
dtype: float64
|
| 38 |
+
- name: metric_blank
|
| 39 |
+
dtype: float64
|
| 40 |
+
- name: metric_bugs
|
| 41 |
+
dtype: float64
|
| 42 |
+
- name: metric_calculated_length
|
| 43 |
+
dtype: float64
|
| 44 |
+
- name: metric_code
|
| 45 |
+
dtype: 'null'
|
| 46 |
+
- name: metric_code_length
|
| 47 |
+
dtype: float64
|
| 48 |
+
- name: metric_comments
|
| 49 |
+
dtype: float64
|
| 50 |
+
- name: metric_contains_emails
|
| 51 |
+
dtype: float64
|
| 52 |
+
- name: metric_contains_numbers
|
| 53 |
+
dtype: float64
|
| 54 |
+
- name: metric_contains_special_sequences
|
| 55 |
+
dtype: float64
|
| 56 |
+
- name: metric_contains_urls
|
| 57 |
+
dtype: float64
|
| 58 |
+
- name: metric_cyclomatic_complexity
|
| 59 |
+
dtype: float64
|
| 60 |
+
- name: metric_density
|
| 61 |
+
dtype: float64
|
| 62 |
+
- name: metric_diameter
|
| 63 |
+
dtype: float64
|
| 64 |
+
- name: metric_dict_count
|
| 65 |
+
dtype: float64
|
| 66 |
+
- name: metric_difficulty
|
| 67 |
+
dtype: float64
|
| 68 |
+
- name: metric_digit_count
|
| 69 |
+
dtype: float64
|
| 70 |
+
- name: metric_effort
|
| 71 |
+
dtype: float64
|
| 72 |
+
- name: metric_graph_nodes_!=
|
| 73 |
+
dtype: float64
|
| 74 |
+
- name: metric_graph_nodes_%
|
| 75 |
+
dtype: float64
|
| 76 |
+
- name: metric_graph_nodes_(
|
| 77 |
+
dtype: float64
|
| 78 |
+
- name: metric_graph_nodes_)
|
| 79 |
+
dtype: float64
|
| 80 |
+
- name: metric_graph_nodes_*
|
| 81 |
+
dtype: float64
|
| 82 |
+
- name: metric_graph_nodes_**
|
| 83 |
+
dtype: float64
|
| 84 |
+
- name: metric_graph_nodes_*=
|
| 85 |
+
dtype: float64
|
| 86 |
+
- name: metric_graph_nodes_+
|
| 87 |
+
dtype: float64
|
| 88 |
+
- name: metric_graph_nodes_+=
|
| 89 |
+
dtype: float64
|
| 90 |
+
- name: metric_graph_nodes_,
|
| 91 |
+
dtype: float64
|
| 92 |
+
- name: metric_graph_nodes_-
|
| 93 |
+
dtype: float64
|
| 94 |
+
- name: metric_graph_nodes_-=
|
| 95 |
+
dtype: float64
|
| 96 |
+
- name: metric_graph_nodes_.
|
| 97 |
+
dtype: float64
|
| 98 |
+
- name: metric_graph_nodes_//
|
| 99 |
+
dtype: float64
|
| 100 |
+
- name: 'metric_graph_nodes_:'
|
| 101 |
+
dtype: float64
|
| 102 |
+
- name: metric_graph_nodes_:=
|
| 103 |
+
dtype: float64
|
| 104 |
+
- name: metric_graph_nodes_;
|
| 105 |
+
dtype: float64
|
| 106 |
+
- name: metric_graph_nodes_<
|
| 107 |
+
dtype: float64
|
| 108 |
+
- name: metric_graph_nodes_<=
|
| 109 |
+
dtype: float64
|
| 110 |
+
- name: metric_graph_nodes_=
|
| 111 |
+
dtype: float64
|
| 112 |
+
- name: metric_graph_nodes_==
|
| 113 |
+
dtype: float64
|
| 114 |
+
- name: metric_graph_nodes_>
|
| 115 |
+
dtype: float64
|
| 116 |
+
- name: metric_graph_nodes_>=
|
| 117 |
+
dtype: float64
|
| 118 |
+
- name: metric_graph_nodes_[
|
| 119 |
+
dtype: float64
|
| 120 |
+
- name: metric_graph_nodes_]
|
| 121 |
+
dtype: float64
|
| 122 |
+
- name: metric_graph_nodes_and
|
| 123 |
+
dtype: float64
|
| 124 |
+
- name: metric_graph_nodes_argument_list
|
| 125 |
+
dtype: float64
|
| 126 |
+
- name: metric_graph_nodes_assert
|
| 127 |
+
dtype: float64
|
| 128 |
+
- name: metric_graph_nodes_assert_statement
|
| 129 |
+
dtype: float64
|
| 130 |
+
- name: metric_graph_nodes_assignment
|
| 131 |
+
dtype: float64
|
| 132 |
+
- name: metric_graph_nodes_attribute
|
| 133 |
+
dtype: float64
|
| 134 |
+
- name: metric_graph_nodes_augmented_assignment
|
| 135 |
+
dtype: float64
|
| 136 |
+
- name: metric_graph_nodes_binary_operator
|
| 137 |
+
dtype: float64
|
| 138 |
+
- name: metric_graph_nodes_block
|
| 139 |
+
dtype: float64
|
| 140 |
+
- name: metric_graph_nodes_boolean_operator
|
| 141 |
+
dtype: float64
|
| 142 |
+
- name: metric_graph_nodes_break
|
| 143 |
+
dtype: float64
|
| 144 |
+
- name: metric_graph_nodes_break_statement
|
| 145 |
+
dtype: float64
|
| 146 |
+
- name: metric_graph_nodes_call
|
| 147 |
+
dtype: float64
|
| 148 |
+
- name: metric_graph_nodes_comment
|
| 149 |
+
dtype: float64
|
| 150 |
+
- name: metric_graph_nodes_comparison_operator
|
| 151 |
+
dtype: float64
|
| 152 |
+
- name: metric_graph_nodes_conditional_expression
|
| 153 |
+
dtype: float64
|
| 154 |
+
- name: metric_graph_nodes_continue
|
| 155 |
+
dtype: float64
|
| 156 |
+
- name: metric_graph_nodes_continue_statement
|
| 157 |
+
dtype: float64
|
| 158 |
+
- name: metric_graph_nodes_def
|
| 159 |
+
dtype: float64
|
| 160 |
+
- name: metric_graph_nodes_del
|
| 161 |
+
dtype: float64
|
| 162 |
+
- name: metric_graph_nodes_delete_statement
|
| 163 |
+
dtype: float64
|
| 164 |
+
- name: metric_graph_nodes_dictionary
|
| 165 |
+
dtype: float64
|
| 166 |
+
- name: metric_graph_nodes_dictionary_comprehension
|
| 167 |
+
dtype: float64
|
| 168 |
+
- name: metric_graph_nodes_dictionary_splat
|
| 169 |
+
dtype: float64
|
| 170 |
+
- name: metric_graph_nodes_elif
|
| 171 |
+
dtype: float64
|
| 172 |
+
- name: metric_graph_nodes_elif_clause
|
| 173 |
+
dtype: float64
|
| 174 |
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|
| 175 |
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dtype: float64
|
| 176 |
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|
| 177 |
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dtype: float64
|
| 178 |
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|
| 179 |
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dtype: float64
|
| 180 |
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|
| 181 |
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|
| 182 |
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|
| 183 |
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|
| 184 |
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|
| 185 |
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|
| 186 |
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|
| 187 |
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|
| 188 |
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|
| 189 |
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|
| 190 |
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|
| 191 |
+
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|
| 192 |
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|
| 193 |
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|
| 194 |
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|
| 195 |
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|
| 196 |
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|
| 197 |
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|
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|
| 199 |
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|
| 200 |
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|
| 201 |
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|
| 202 |
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|
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|
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|
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|
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|
| 207 |
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|
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|
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|
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|
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|
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|
| 213 |
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|
| 214 |
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|
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|
| 216 |
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|
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|
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|
| 219 |
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|
| 220 |
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|
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|
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|
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|
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|
| 225 |
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|
| 226 |
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|
| 227 |
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|
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|
| 229 |
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|
| 230 |
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|
| 231 |
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|
| 232 |
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|
| 233 |
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|
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|
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|
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|
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|
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|
| 239 |
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|
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|
| 241 |
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|
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|
| 243 |
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|
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|
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|
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|
| 247 |
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|
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|
| 249 |
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|
| 250 |
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|
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|
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|
| 253 |
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|
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|
| 255 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
| 267 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
| 289 |
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|
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|
| 291 |
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|
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|
| 293 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
| 315 |
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|
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|
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|
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|
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|
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|
| 321 |
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|
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|
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|
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|
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|
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|
| 327 |
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|
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|
| 329 |
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|
| 330 |
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|
| 331 |
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|
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|
| 333 |
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|
| 334 |
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|
| 335 |
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|
| 336 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
| 351 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
| 363 |
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|
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|
| 365 |
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|
| 366 |
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|
| 367 |
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|
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|
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|
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|
| 371 |
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
| 397 |
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|
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|
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|
| 400 |
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|
| 401 |
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|
| 402 |
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|
| 403 |
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|
| 404 |
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|
| 405 |
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|
| 406 |
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|
| 407 |
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|
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|
| 409 |
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|
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|
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|
| 412 |
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|
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|
| 414 |
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|
| 415 |
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|
| 416 |
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|
| 417 |
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|
| 418 |
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|
| 419 |
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|
| 420 |
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|
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|
| 422 |
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|
| 423 |
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|
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|
| 425 |
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|
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|
| 427 |
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|
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|
| 429 |
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|
| 430 |
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|
| 431 |
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|
| 432 |
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|
| 433 |
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|
| 434 |
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|
| 435 |
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|
| 436 |
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|
| 437 |
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|
| 438 |
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|
| 439 |
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|
| 440 |
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|
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|
| 442 |
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|
| 443 |
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|
| 444 |
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|
| 445 |
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|
| 446 |
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|
| 447 |
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|
| 448 |
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|
| 449 |
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|
| 450 |
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|
| 451 |
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dtype: float64
|
| 452 |
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|
| 453 |
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dtype: float64
|
| 454 |
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|
| 455 |
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dtype: float64
|
| 456 |
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|
| 457 |
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dtype: float64
|
| 458 |
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|
| 459 |
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|
| 460 |
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|
| 461 |
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|
| 462 |
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|
| 463 |
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|
| 464 |
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|
| 465 |
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|
| 466 |
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|
| 467 |
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|
| 468 |
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|
| 469 |
+
dtype: float64
|
| 470 |
+
- name: metric_volume
|
| 471 |
+
dtype: float64
|
| 472 |
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|
| 473 |
+
dtype: bool
|
| 474 |
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- name: llm_codellama_13b_incorrect_io_success
|
| 475 |
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dtype: bool
|
| 476 |
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- name: llm_gpt_oss_120b_correct_io_success
|
| 477 |
+
dtype: bool
|
| 478 |
+
- name: llm_gpt_oss_120b_incorrect_io_success
|
| 479 |
+
dtype: bool
|
| 480 |
+
- name: llm_llama_3_3_70b_correct_io_success
|
| 481 |
+
dtype: bool
|
| 482 |
+
- name: llm_llama_3_3_70b_incorrect_io_success
|
| 483 |
+
dtype: bool
|
| 484 |
+
- name: llm_mistral_small_24b_correct_io_success
|
| 485 |
+
dtype: bool
|
| 486 |
+
- name: llm_mistral_small_24b_incorrect_io_success
|
| 487 |
+
dtype: bool
|
| 488 |
+
- name: llm_phi4_correct_io_success
|
| 489 |
+
dtype: bool
|
| 490 |
+
- name: llm_phi4_incorrect_io_success
|
| 491 |
+
dtype: bool
|
| 492 |
+
splits:
|
| 493 |
+
- name: test
|
| 494 |
+
num_bytes: 521790299
|
| 495 |
+
num_examples: 12584
|
| 496 |
+
download_size: 204656979
|
| 497 |
+
dataset_size: 521790299
|
| 498 |
+
configs:
|
| 499 |
+
- config_name: default
|
| 500 |
+
data_files:
|
| 501 |
+
- split: test
|
| 502 |
+
path: data/test-*
|
| 503 |
+
---
|
data/test-00000-of-00002.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8c5d94e63fc120f8ada9f390d4869dbc8358e0cfbaf1e10635590d4027c32ba8
|
| 3 |
+
size 197636284
|
data/test-00001-of-00002.parquet
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f8ced2accf07d1b17935cdc7cf2c6a8caa0d514a83034420dcba6171c5c5a18e
|
| 3 |
+
size 7020695
|