diff --git "a/README.md" "b/README.md"
--- "a/README.md"
+++ "b/README.md"
@@ -1,3867 +1,27 @@
 ---
 annotations_creators:
 - machine-generated
-language:
-- en
 language_creators:
 - machine-generated
 - expert-generated
+language:
+- en
 license:
 - mit
 multilinguality:
 - monolingual
-pretty_name: MultiPLE-E
 size_categories:
-- 1K<n<10K
-source_datasets:
-- original
-- extended|openai_humaneval
-- extended|mbpp
-tags: []
-task_categories: []
-task_ids: []
-dataset_info:
-- config_name: cpp-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 217792
-    num_examples: 161
-  download_size: 248493
-  dataset_size: 217792
-- config_name: cpp-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 239517
-    num_examples: 161
-  download_size: 270773
-  dataset_size: 239517
-- config_name: cpp-reworded
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 239767
-    num_examples: 161
-  download_size: 271023
-  dataset_size: 239767
-- config_name: cpp-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 198566
-    num_examples: 158
-  download_size: 227555
-  dataset_size: 198566
-- config_name: cs-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 259874
-    num_examples: 158
-  download_size: 291137
-  dataset_size: 259874
-- config_name: cs-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 283738
-    num_examples: 158
-  download_size: 315563
-  dataset_size: 283738
-- config_name: cs-reworded
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 283673
-    num_examples: 158
-  download_size: 315498
-  dataset_size: 283673
-- config_name: cs-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 237663
-    num_examples: 155
-  download_size: 267251
-  dataset_size: 237663
-- config_name: d-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 175592
-    num_examples: 156
-  download_size: 209568
-  dataset_size: 175592
-- config_name: d-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 181121
-    num_examples: 156
-  download_size: 215649
-  dataset_size: 181121
-- config_name: d-reworded
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 181296
-    num_examples: 156
-  download_size: 215824
-  dataset_size: 181296
-- config_name: d-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 157938
-    num_examples: 153
-  download_size: 190211
-  dataset_size: 157938
-- config_name: go-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 241130
-    num_examples: 154
-  download_size: 280424
-  dataset_size: 241130
-- config_name: go-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 247448
-    num_examples: 154
-  download_size: 287275
-  dataset_size: 247448
-- config_name: go-reworded
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 247354
-    num_examples: 154
-  download_size: 287181
-  dataset_size: 247354
-- config_name: go-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 221519
-    num_examples: 151
-  download_size: 258980
-  dataset_size: 221519
-- config_name: java-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 259836
-    num_examples: 158
-  download_size: 291099
-  dataset_size: 259836
-- config_name: java-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 286548
-    num_examples: 158
-  download_size: 318373
-  dataset_size: 286548
-- config_name: java-reworded
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 288031
-    num_examples: 158
-  download_size: 319856
-  dataset_size: 288031
-- config_name: java-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 237672
-    num_examples: 155
-  download_size: 267260
-  dataset_size: 237672
-- config_name: jl-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 163708
-    num_examples: 159
-  download_size: 198696
-  dataset_size: 163708
-- config_name: jl-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 167969
-    num_examples: 159
-  download_size: 203514
-  dataset_size: 167969
-- config_name: jl-reworded
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 168251
-    num_examples: 159
-  download_size: 203796
-  dataset_size: 168251
-- config_name: jl-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 145913
-    num_examples: 156
-  download_size: 179158
-  dataset_size: 145913
-- config_name: js-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 177635
-    num_examples: 161
-  download_size: 211822
-  dataset_size: 177635
-- config_name: js-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 181987
-    num_examples: 161
-  download_size: 216729
-  dataset_size: 181987
-- config_name: js-reworded
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 182171
-    num_examples: 161
-  download_size: 216913
-  dataset_size: 182171
-- config_name: js-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 158619
-    num_examples: 158
-  download_size: 191028
-  dataset_size: 158619
-- config_name: lua-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 180398
-    num_examples: 161
-  download_size: 212511
-  dataset_size: 180398
-- config_name: lua-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 184763
-    num_examples: 161
-  download_size: 216595
-  dataset_size: 184763
-- config_name: lua-reworded
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 184853
-    num_examples: 161
-  download_size: 216685
-  dataset_size: 184853
-- config_name: lua-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 161339
-    num_examples: 158
-  download_size: 191690
-  dataset_size: 161339
-- config_name: php-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 219526
-    num_examples: 161
-  download_size: 256134
-  dataset_size: 219526
-- config_name: php-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 225575
-    num_examples: 161
-  download_size: 262738
-  dataset_size: 225575
-- config_name: php-reworded
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 225730
-    num_examples: 161
-  download_size: 262893
-  dataset_size: 225730
-- config_name: php-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 200047
-    num_examples: 158
-  download_size: 234848
-  dataset_size: 200047
-- config_name: pl-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 239874
-    num_examples: 161
-  download_size: 279351
-  dataset_size: 239874
-- config_name: pl-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 243611
-    num_examples: 161
-  download_size: 283767
-  dataset_size: 243611
-- config_name: pl-reworded
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 243661
-    num_examples: 161
-  download_size: 283817
-  dataset_size: 243661
-- config_name: pl-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 220817
-    num_examples: 158
-  download_size: 258463
-  dataset_size: 220817
-- config_name: py-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 173537
-    num_examples: 161
-  download_size: 207009
-  dataset_size: 173537
-- config_name: py-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 177787
-    num_examples: 161
-  download_size: 210975
-  dataset_size: 177787
-- config_name: py-reworded
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 177787
-    num_examples: 161
-  download_size: 210975
-  dataset_size: 177787
-- config_name: py-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 155389
-    num_examples: 158
-  download_size: 187068
-  dataset_size: 155389
-- config_name: r-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 186803
-    num_examples: 161
-  download_size: 215857
-  dataset_size: 186803
-- config_name: r-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 191732
-    num_examples: 161
-  download_size: 220505
-  dataset_size: 191732
-- config_name: r-reworded
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 191747
-    num_examples: 161
-  download_size: 220520
-  dataset_size: 191747
-- config_name: r-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 168422
-    num_examples: 158
-  download_size: 195771
-  dataset_size: 168422
-- config_name: rb-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 181999
-    num_examples: 161
-  download_size: 216186
-  dataset_size: 181999
-- config_name: rb-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 188317
-    num_examples: 161
-  download_size: 223059
-  dataset_size: 188317
-- config_name: rb-reworded
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 188457
-    num_examples: 161
-  download_size: 223199
-  dataset_size: 188457
-- config_name: rb-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 163569
-    num_examples: 158
-  download_size: 195978
-  dataset_size: 163569
-- config_name: rkt-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 177757
-    num_examples: 161
-  download_size: 212266
-  dataset_size: 177757
-- config_name: rkt-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 182937
-    num_examples: 161
-  download_size: 218001
-  dataset_size: 182937
-- config_name: rkt-reworded
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 182754
-    num_examples: 161
-  download_size: 217818
-  dataset_size: 182754
-- config_name: rkt-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 158729
-    num_examples: 158
-  download_size: 191454
-  dataset_size: 158729
-- config_name: rs-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 177191
-    num_examples: 156
-  download_size: 206604
-  dataset_size: 177191
-- config_name: rs-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 188587
-    num_examples: 156
-  download_size: 218555
-  dataset_size: 188587
-- config_name: rs-reworded
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 188841
-    num_examples: 156
-  download_size: 218809
-  dataset_size: 188841
-- config_name: rs-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 158191
-    num_examples: 153
-  download_size: 185991
-  dataset_size: 158191
-- config_name: scala-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 222118
-    num_examples: 160
-  download_size: 253027
-  dataset_size: 222118
-- config_name: scala-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 240540
-    num_examples: 160
-  download_size: 272012
-  dataset_size: 240540
-- config_name: scala-reworded
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 240466
-    num_examples: 160
-  download_size: 271938
-  dataset_size: 240466
-- config_name: scala-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 200261
-    num_examples: 157
-  download_size: 229477
-  dataset_size: 200261
-- config_name: sh-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 158460
-    num_examples: 158
-  download_size: 193268
-  dataset_size: 158460
-- config_name: sh-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 164552
-    num_examples: 158
-  download_size: 201631
-  dataset_size: 164552
-- config_name: sh-reworded
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 164521
-    num_examples: 158
-  download_size: 201600
-  dataset_size: 164521
-- config_name: sh-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 140720
-    num_examples: 155
-  download_size: 173767
-  dataset_size: 140720
-- config_name: swift-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 201798
-    num_examples: 161
-  download_size: 233903
-  dataset_size: 201798
-- config_name: swift-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 204760
-    num_examples: 158
-  download_size: 236660
-  dataset_size: 204760
-- config_name: swift-reworded
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 204920
-    num_examples: 158
-  download_size: 236820
-  dataset_size: 204920
-- config_name: swift-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 181681
-    num_examples: 158
-  download_size: 212047
-  dataset_size: 181681
-- config_name: ts-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 181763
-    num_examples: 159
-  download_size: 215589
-  dataset_size: 181763
-- config_name: ts-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 186037
-    num_examples: 159
-  download_size: 220423
-  dataset_size: 186037
-- config_name: ts-reworded
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 186215
-    num_examples: 159
-  download_size: 220601
-  dataset_size: 186215
-- config_name: ts-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 162881
-    num_examples: 156
-  download_size: 194985
-  dataset_size: 162881
-- config_name: cpp
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 239767
-    num_examples: 161
-  download_size: 271023
-  dataset_size: 239767
-- config_name: cs
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 283673
-    num_examples: 158
-  download_size: 315498
-  dataset_size: 283673
-- config_name: d
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 181296
-    num_examples: 156
-  download_size: 215824
-  dataset_size: 181296
-- config_name: go
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 247354
-    num_examples: 154
-  download_size: 287181
-  dataset_size: 247354
-- config_name: java
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 288031
-    num_examples: 158
-  download_size: 319856
-  dataset_size: 288031
-- config_name: jl
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 168251
-    num_examples: 159
-  download_size: 203796
-  dataset_size: 168251
-- config_name: js
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 182171
-    num_examples: 161
-  download_size: 216913
-  dataset_size: 182171
-- config_name: lua
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 184853
-    num_examples: 161
-  download_size: 216685
-  dataset_size: 184853
-- config_name: php
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 225730
-    num_examples: 161
-  download_size: 262893
-  dataset_size: 225730
-- config_name: pl
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 243661
-    num_examples: 161
-  download_size: 283817
-  dataset_size: 243661
-- config_name: py
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 177787
-    num_examples: 161
-  download_size: 210975
-  dataset_size: 177787
-- config_name: r
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 191747
-    num_examples: 161
-  download_size: 220520
-  dataset_size: 191747
-- config_name: rb
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 188457
-    num_examples: 161
-  download_size: 223199
-  dataset_size: 188457
-- config_name: rkt
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 182754
-    num_examples: 161
-  download_size: 217818
-  dataset_size: 182754
-- config_name: rs
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 188841
-    num_examples: 156
-  download_size: 218809
-  dataset_size: 188841
-- config_name: scala
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 240466
-    num_examples: 160
-  download_size: 271938
-  dataset_size: 240466
-- config_name: sh
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 164521
-    num_examples: 158
-  download_size: 201600
-  dataset_size: 164521
-- config_name: swift
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 204920
-    num_examples: 158
-  download_size: 236820
-  dataset_size: 204920
-- config_name: ts
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 186215
-    num_examples: 159
-  download_size: 220601
-  dataset_size: 186215
-- config_name: humaneval-cpp-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 218990
-    num_examples: 161
-  download_size: 249691
-  dataset_size: 218990
-- config_name: humaneval-cpp-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 240786
-    num_examples: 161
-  download_size: 272042
-  dataset_size: 240786
-- config_name: humaneval-cpp
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 241036
-    num_examples: 161
-  download_size: 272292
-  dataset_size: 241036
-- config_name: humaneval-cpp-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 199746
-    num_examples: 158
-  download_size: 228735
-  dataset_size: 199746
-- config_name: humaneval-cs-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 260822
-    num_examples: 158
-  download_size: 292085
-  dataset_size: 260822
-- config_name: humaneval-cs-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 284686
-    num_examples: 158
-  download_size: 316511
-  dataset_size: 284686
-- config_name: humaneval-cs
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 284621
-    num_examples: 158
-  download_size: 316446
-  dataset_size: 284621
-- config_name: humaneval-cs-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 238593
-    num_examples: 155
-  download_size: 268181
-  dataset_size: 238593
-- config_name: humaneval-d-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 176864
-    num_examples: 156
-  download_size: 210856
-  dataset_size: 176864
-- config_name: humaneval-d-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 182057
-    num_examples: 156
-  download_size: 216585
-  dataset_size: 182057
-- config_name: humaneval-d
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 182232
-    num_examples: 156
-  download_size: 216760
-  dataset_size: 182232
-- config_name: humaneval-d-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 158856
-    num_examples: 153
-  download_size: 191129
-  dataset_size: 158856
-- config_name: humaneval-go-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 242054
-    num_examples: 154
-  download_size: 281348
-  dataset_size: 242054
-- config_name: humaneval-go-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 248372
-    num_examples: 154
-  download_size: 288199
-  dataset_size: 248372
-- config_name: humaneval-go
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 248278
-    num_examples: 154
-  download_size: 288105
-  dataset_size: 248278
-- config_name: humaneval-go-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 222425
-    num_examples: 151
-  download_size: 259886
-  dataset_size: 222425
-- config_name: humaneval-java-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 261057
-    num_examples: 158
-  download_size: 292320
-  dataset_size: 261057
-- config_name: humaneval-java-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 287860
-    num_examples: 158
-  download_size: 319685
-  dataset_size: 287860
-- config_name: humaneval-java
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 289343
-    num_examples: 158
-  download_size: 321168
-  dataset_size: 289343
-- config_name: humaneval-java-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 238875
-    num_examples: 155
-  download_size: 268463
-  dataset_size: 238875
-- config_name: humaneval-jl-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 164664
-    num_examples: 159
-  download_size: 199654
-  dataset_size: 164664
-- config_name: humaneval-jl-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 168925
-    num_examples: 159
-  download_size: 204472
-  dataset_size: 168925
-- config_name: humaneval-jl
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 169207
-    num_examples: 159
-  download_size: 204754
-  dataset_size: 169207
-- config_name: humaneval-jl-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 146851
-    num_examples: 156
-  download_size: 180098
-  dataset_size: 146851
-- config_name: humaneval-js-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 178601
-    num_examples: 161
-  download_size: 212788
-  dataset_size: 178601
-- config_name: humaneval-js-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 182953
-    num_examples: 161
-  download_size: 217695
-  dataset_size: 182953
-- config_name: humaneval-js
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 183137
-    num_examples: 161
-  download_size: 217879
-  dataset_size: 183137
-- config_name: humaneval-js-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 159567
-    num_examples: 158
-  download_size: 191976
-  dataset_size: 159567
-- config_name: humaneval-lua-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 181364
-    num_examples: 161
-  download_size: 213477
-  dataset_size: 181364
-- config_name: humaneval-lua-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 185729
-    num_examples: 161
-  download_size: 217561
-  dataset_size: 185729
-- config_name: humaneval-lua
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 185819
-    num_examples: 161
-  download_size: 217651
-  dataset_size: 185819
-- config_name: humaneval-lua-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 162287
-    num_examples: 158
-  download_size: 192638
-  dataset_size: 162287
-- config_name: humaneval-php-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 220492
-    num_examples: 161
-  download_size: 257100
-  dataset_size: 220492
-- config_name: humaneval-php-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 226541
-    num_examples: 161
-  download_size: 263704
-  dataset_size: 226541
-- config_name: humaneval-php
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 226696
-    num_examples: 161
-  download_size: 263859
-  dataset_size: 226696
-- config_name: humaneval-php-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 200995
-    num_examples: 158
-  download_size: 235796
-  dataset_size: 200995
-- config_name: humaneval-pl-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 240840
-    num_examples: 161
-  download_size: 280317
-  dataset_size: 240840
-- config_name: humaneval-pl-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 244577
-    num_examples: 161
-  download_size: 284733
-  dataset_size: 244577
-- config_name: humaneval-pl
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 244627
-    num_examples: 161
-  download_size: 284783
-  dataset_size: 244627
-- config_name: humaneval-pl-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 221765
-    num_examples: 158
-  download_size: 259411
-  dataset_size: 221765
-- config_name: humaneval-py-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 174503
-    num_examples: 161
-  download_size: 207975
-  dataset_size: 174503
-- config_name: humaneval-py-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 178753
-    num_examples: 161
-  download_size: 211941
-  dataset_size: 178753
-- config_name: humaneval-py
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 178753
-    num_examples: 161
-  download_size: 211941
-  dataset_size: 178753
-- config_name: humaneval-py-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 156337
-    num_examples: 158
-  download_size: 188016
-  dataset_size: 156337
-- config_name: humaneval-r-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 186140
-    num_examples: 161
-  download_size: 215194
-  dataset_size: 186140
-- config_name: humaneval-r-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 190637
-    num_examples: 161
-  download_size: 219410
-  dataset_size: 190637
-- config_name: humaneval-r
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 190652
-    num_examples: 161
-  download_size: 219425
-  dataset_size: 190652
-- config_name: humaneval-r-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 167742
-    num_examples: 158
-  download_size: 195091
-  dataset_size: 167742
-- config_name: humaneval-rb-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 182965
-    num_examples: 161
-  download_size: 217152
-  dataset_size: 182965
-- config_name: humaneval-rb-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 189283
-    num_examples: 161
-  download_size: 224025
-  dataset_size: 189283
-- config_name: humaneval-rb
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 189423
-    num_examples: 161
-  download_size: 224165
-  dataset_size: 189423
-- config_name: humaneval-rb-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 164517
-    num_examples: 158
-  download_size: 196926
-  dataset_size: 164517
-- config_name: humaneval-rkt-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 185503
-    num_examples: 161
-  download_size: 220012
-  dataset_size: 185503
-- config_name: humaneval-rkt-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 190683
-    num_examples: 161
-  download_size: 225747
-  dataset_size: 190683
-- config_name: humaneval-rkt
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 190500
-    num_examples: 161
-  download_size: 225564
-  dataset_size: 190500
-- config_name: humaneval-rkt-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 166379
-    num_examples: 158
-  download_size: 199104
-  dataset_size: 166379
-- config_name: humaneval-rs-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 178127
-    num_examples: 156
-  download_size: 207540
-  dataset_size: 178127
-- config_name: humaneval-rs-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 189523
-    num_examples: 156
-  download_size: 219491
-  dataset_size: 189523
-- config_name: humaneval-rs
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 189777
-    num_examples: 156
-  download_size: 219745
-  dataset_size: 189777
-- config_name: humaneval-rs-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 159109
-    num_examples: 153
-  download_size: 186909
-  dataset_size: 159109
-- config_name: humaneval-scala-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 223078
-    num_examples: 160
-  download_size: 253987
-  dataset_size: 223078
-- config_name: humaneval-scala-transform
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 241500
-    num_examples: 160
-  download_size: 272972
-  dataset_size: 241500
-- config_name: humaneval-scala
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 241426
-    num_examples: 160
-  download_size: 272898
-  dataset_size: 241426
-- config_name: humaneval-scala-remove
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 201203
-    num_examples: 157
-  download_size: 230419
-  dataset_size: 201203
-- config_name: humaneval-sh-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 159408
-    num_examples: 158
-  download_size: 194216
-  dataset_size: 159408
-- config_name: humaneval-sh-transform
+- 1K<n<10K
+source_datasets:
+- original
+- extended|openai_humaneval
+- extended|mbpp
+task_categories: []
+task_ids: []
+pretty_name: MultiPLE-E
+tags: []
+dataset_info:
+- config_name: humaneval-clj
   features:
   - name: name
     dtype: string
@@ -3881,11 +41,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 165500
-    num_examples: 158
-  download_size: 202579
-  dataset_size: 165500
-- config_name: humaneval-sh
+    num_bytes: 174890
+    num_examples: 161
+  download_size: 70395
+  dataset_size: 174890
+- config_name: humaneval-cpp
   features:
   - name: name
     dtype: string
@@ -3905,11 +65,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 165469
-    num_examples: 158
-  download_size: 202548
-  dataset_size: 165469
-- config_name: humaneval-sh-remove
+    num_bytes: 245061
+    num_examples: 161
+  download_size: 83221
+  dataset_size: 245061
+- config_name: humaneval-cs
   features:
   - name: name
     dtype: string
@@ -3929,11 +89,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 141650
-    num_examples: 155
-  download_size: 174697
-  dataset_size: 141650
-- config_name: humaneval-swift-keep
+    num_bytes: 288571
+    num_examples: 158
+  download_size: 82080
+  dataset_size: 288571
+- config_name: humaneval-d
   features:
   - name: name
     dtype: string
@@ -3953,11 +113,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 202764
-    num_examples: 161
-  download_size: 234869
-  dataset_size: 202764
-- config_name: humaneval-swift-transform
+    num_bytes: 179391
+    num_examples: 156
+  download_size: 70027
+  dataset_size: 179391
+- config_name: humaneval-elixir
   features:
   - name: name
     dtype: string
@@ -3977,11 +137,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 205708
-    num_examples: 158
-  download_size: 237608
-  dataset_size: 205708
-- config_name: humaneval-swift
+    num_bytes: 207052
+    num_examples: 161
+  download_size: 74798
+  dataset_size: 207052
+- config_name: humaneval-go
   features:
   - name: name
     dtype: string
@@ -4001,11 +161,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 205868
-    num_examples: 158
-  download_size: 237768
-  dataset_size: 205868
-- config_name: humaneval-swift-remove
+    num_bytes: 252128
+    num_examples: 154
+  download_size: 78121
+  dataset_size: 252128
+- config_name: humaneval-hs
   features:
   - name: name
     dtype: string
@@ -4025,11 +185,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 182629
-    num_examples: 158
-  download_size: 212995
-  dataset_size: 182629
-- config_name: humaneval-ts-keep
+    num_bytes: 210523
+    num_examples: 156
+  download_size: 69373
+  dataset_size: 210523
+- config_name: humaneval-java
   features:
   - name: name
     dtype: string
@@ -4049,11 +209,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 182717
-    num_examples: 159
-  download_size: 216543
-  dataset_size: 182717
-- config_name: humaneval-ts-transform
+    num_bytes: 293293
+    num_examples: 158
+  download_size: 86178
+  dataset_size: 293293
+- config_name: humaneval-jl
   features:
   - name: name
     dtype: string
@@ -4073,11 +233,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 186991
+    num_bytes: 165943
     num_examples: 159
-  download_size: 221377
-  dataset_size: 186991
-- config_name: humaneval-ts
+  download_size: 68620
+  dataset_size: 165943
+- config_name: humaneval-js
   features:
   - name: name
     dtype: string
@@ -4097,11 +257,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 187169
-    num_examples: 159
-  download_size: 221555
-  dataset_size: 187169
-- config_name: humaneval-ts-remove
+    num_bytes: 187162
+    num_examples: 161
+  download_size: 70034
+  dataset_size: 187162
+- config_name: humaneval-lua
   features:
   - name: name
     dtype: string
@@ -4121,11 +281,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 163817
-    num_examples: 156
-  download_size: 195921
-  dataset_size: 163817
-- config_name: mbpp-cpp-keep
+    num_bytes: 190211
+    num_examples: 161
+  download_size: 70547
+  dataset_size: 190211
+- config_name: humaneval-ml
   features:
   - name: name
     dtype: string
@@ -4145,11 +305,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 360057
-    num_examples: 397
-  download_size: 428174
-  dataset_size: 360057
-- config_name: mbpp-cpp
+    num_bytes: 169037
+    num_examples: 155
+  download_size: 68199
+  dataset_size: 169037
+- config_name: humaneval-php
   features:
   - name: name
     dtype: string
@@ -4169,11 +329,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 362541
-    num_examples: 397
-  download_size: 430658
-  dataset_size: 362541
-- config_name: mbpp-cs-keep
+    num_bytes: 230721
+    num_examples: 161
+  download_size: 75195
+  dataset_size: 230721
+- config_name: humaneval-pl
   features:
   - name: name
     dtype: string
@@ -4193,11 +353,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 416276
-    num_examples: 386
-  download_size: 484875
-  dataset_size: 416276
-- config_name: mbpp-cs
+    num_bytes: 248652
+    num_examples: 161
+  download_size: 77247
+  dataset_size: 248652
+- config_name: humaneval-r
   features:
   - name: name
     dtype: string
@@ -4217,11 +377,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 418156
-    num_examples: 386
-  download_size: 486755
-  dataset_size: 418156
-- config_name: mbpp-d-keep
+    num_bytes: 195050
+    num_examples: 161
+  download_size: 71602
+  dataset_size: 195050
+- config_name: humaneval-rb
   features:
   - name: name
     dtype: string
@@ -4241,11 +401,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 232820
-    num_examples: 358
-  download_size: 303807
-  dataset_size: 232820
-- config_name: mbpp-d
+    num_bytes: 193448
+    num_examples: 161
+  download_size: 72942
+  dataset_size: 193448
+- config_name: humaneval-rkt
   features:
   - name: name
     dtype: string
@@ -4265,11 +425,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 234776
-    num_examples: 358
-  download_size: 305763
-  dataset_size: 234776
-- config_name: mbpp-go-keep
+    num_bytes: 194898
+    num_examples: 161
+  download_size: 70785
+  dataset_size: 194898
+- config_name: humaneval-rs
   features:
   - name: name
     dtype: string
@@ -4289,11 +449,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 399157
-    num_examples: 374
-  download_size: 486803
-  dataset_size: 399157
-- config_name: mbpp-go
+    num_bytes: 193677
+    num_examples: 156
+  download_size: 75300
+  dataset_size: 193677
+- config_name: humaneval-scala
   features:
   - name: name
     dtype: string
@@ -4313,11 +473,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 400841
-    num_examples: 374
-  download_size: 488487
-  dataset_size: 400841
-- config_name: mbpp-java-keep
+    num_bytes: 245564
+    num_examples: 160
+  download_size: 80950
+  dataset_size: 245564
+- config_name: humaneval-sh
   features:
   - name: name
     dtype: string
@@ -4337,11 +497,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 419406
-    num_examples: 386
-  download_size: 488005
-  dataset_size: 419406
-- config_name: mbpp-java
+    num_bytes: 169419
+    num_examples: 158
+  download_size: 67691
+  dataset_size: 169419
+- config_name: humaneval-swift
   features:
   - name: name
     dtype: string
@@ -4361,11 +521,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 423652
-    num_examples: 386
-  download_size: 492251
-  dataset_size: 423652
-- config_name: mbpp-jl-keep
+    num_bytes: 209818
+    num_examples: 158
+  download_size: 78057
+  dataset_size: 209818
+- config_name: humaneval-ts
   features:
   - name: name
     dtype: string
@@ -4385,11 +545,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 228259
-    num_examples: 390
-  download_size: 305322
-  dataset_size: 228259
-- config_name: mbpp-jl
+    num_bytes: 191144
+    num_examples: 159
+  download_size: 70427
+  dataset_size: 191144
+- config_name: mbpp-clj
   features:
   - name: name
     dtype: string
@@ -4409,11 +569,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 230672
-    num_examples: 390
-  download_size: 307735
-  dataset_size: 230672
-- config_name: mbpp-js-keep
+    num_bytes: 249203
+    num_examples: 397
+  download_size: 76741
+  dataset_size: 249203
+- config_name: mbpp-cpp
   features:
   - name: name
     dtype: string
@@ -4433,11 +593,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 256499
+    num_bytes: 362938
     num_examples: 397
-  download_size: 333225
-  dataset_size: 256499
-- config_name: mbpp-js
+  download_size: 97734
+  dataset_size: 362938
+- config_name: mbpp-cs
   features:
   - name: name
     dtype: string
@@ -4457,11 +617,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 258734
-    num_examples: 397
-  download_size: 335460
-  dataset_size: 258734
-- config_name: mbpp-lua-keep
+    num_bytes: 418542
+    num_examples: 386
+  download_size: 99239
+  dataset_size: 418542
+- config_name: mbpp-d
   features:
   - name: name
     dtype: string
@@ -4481,11 +641,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 262378
-    num_examples: 397
-  download_size: 335520
-  dataset_size: 262378
-- config_name: mbpp-lua
+    num_bytes: 233997
+    num_examples: 358
+  download_size: 73269
+  dataset_size: 233997
+- config_name: mbpp-elixir
   features:
   - name: name
     dtype: string
@@ -4505,11 +665,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 264635
+    num_bytes: 299264
     num_examples: 397
-  download_size: 337777
-  dataset_size: 264635
-- config_name: mbpp-php-keep
+  download_size: 84803
+  dataset_size: 299264
+- config_name: mbpp-go
   features:
   - name: name
     dtype: string
@@ -4529,11 +689,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 308918
-    num_examples: 397
-  download_size: 388541
-  dataset_size: 308918
-- config_name: mbpp-php
+    num_bytes: 401215
+    num_examples: 374
+  download_size: 93635
+  dataset_size: 401215
+- config_name: mbpp-hs
   features:
   - name: name
     dtype: string
@@ -4553,11 +713,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 311263
-    num_examples: 397
-  download_size: 390886
-  dataset_size: 311263
-- config_name: mbpp-pl-keep
+    num_bytes: 256021
+    num_examples: 355
+  download_size: 71870
+  dataset_size: 256021
+- config_name: mbpp-java
   features:
   - name: name
     dtype: string
@@ -4577,11 +737,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 321045
-    num_examples: 396
-  download_size: 402353
-  dataset_size: 321045
-- config_name: mbpp-pl
+    num_bytes: 424038
+    num_examples: 386
+  download_size: 99991
+  dataset_size: 424038
+- config_name: mbpp-jl
   features:
   - name: name
     dtype: string
@@ -4601,11 +761,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 323224
-    num_examples: 396
-  download_size: 404532
-  dataset_size: 323224
-- config_name: mbpp-py-keep
+    num_bytes: 229892
+    num_examples: 390
+  download_size: 77046
+  dataset_size: 229892
+- config_name: mbpp-js
   features:
   - name: name
     dtype: string
@@ -4625,11 +785,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 253037
+    num_bytes: 259131
     num_examples: 397
-  download_size: 330230
-  dataset_size: 253037
-- config_name: mbpp-py
+  download_size: 78109
+  dataset_size: 259131
+- config_name: mbpp-lua
   features:
   - name: name
     dtype: string
@@ -4649,11 +809,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 255022
+    num_bytes: 265029
     num_examples: 397
-  download_size: 332215
-  dataset_size: 255022
-- config_name: mbpp-r-keep
+  download_size: 78701
+  dataset_size: 265029
+- config_name: mbpp-ml
   features:
   - name: name
     dtype: string
@@ -4673,11 +833,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 257698
-    num_examples: 397
-  download_size: 323297
-  dataset_size: 257698
-- config_name: mbpp-r
+    num_bytes: 208995
+    num_examples: 355
+  download_size: 69995
+  dataset_size: 208995
+- config_name: mbpp-php
   features:
   - name: name
     dtype: string
@@ -4697,11 +857,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 259514
+    num_bytes: 311660
     num_examples: 397
-  download_size: 325113
-  dataset_size: 259514
-- config_name: mbpp-rb-keep
+  download_size: 82614
+  dataset_size: 311660
+- config_name: mbpp-pl
   features:
   - name: name
     dtype: string
@@ -4721,11 +881,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 266702
-    num_examples: 397
-  download_size: 343428
-  dataset_size: 266702
-- config_name: mbpp-rb
+    num_bytes: 323620
+    num_examples: 396
+  download_size: 83295
+  dataset_size: 323620
+- config_name: mbpp-r
   features:
   - name: name
     dtype: string
@@ -4745,11 +905,11 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 268881
+    num_bytes: 259911
     num_examples: 397
-  download_size: 345607
-  dataset_size: 268881
-- config_name: mbpp-rkt-keep
+  download_size: 78685
+  dataset_size: 259911
+- config_name: mbpp-rb
   features:
   - name: name
     dtype: string
@@ -4769,10 +929,10 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 269019
+    num_bytes: 269278
     num_examples: 397
-  download_size: 346539
-  dataset_size: 269019
+  download_size: 82986
+  dataset_size: 269278
 - config_name: mbpp-rkt
   features:
   - name: name
@@ -4793,34 +953,10 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 270933
+    num_bytes: 271330
     num_examples: 397
-  download_size: 348453
-  dataset_size: 270933
-- config_name: mbpp-rs-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 218020
-    num_examples: 354
-  download_size: 277268
-  dataset_size: 218020
+  download_size: 77882
+  dataset_size: 271330
 - config_name: mbpp-rs
   features:
   - name: name
@@ -4841,34 +977,10 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 220113
+    num_bytes: 220467
     num_examples: 354
-  download_size: 279361
-  dataset_size: 220113
-- config_name: mbpp-scala-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 330435
-    num_examples: 396
-  download_size: 399451
-  dataset_size: 330435
+  download_size: 72084
+  dataset_size: 220467
 - config_name: mbpp-scala
   features:
   - name: name
@@ -4889,34 +1001,10 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 332677
+    num_bytes: 333175
     num_examples: 396
-  download_size: 401693
-  dataset_size: 332677
-- config_name: mbpp-sh-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 217246
-    num_examples: 382
-  download_size: 289241
-  dataset_size: 217246
+  download_size: 92626
+  dataset_size: 333175
 - config_name: mbpp-sh
   features:
   - name: name
@@ -4937,34 +1025,10 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 219035
+    num_bytes: 219417
     num_examples: 382
-  download_size: 291030
-  dataset_size: 219035
-- config_name: mbpp-swift-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 317271
-    num_examples: 396
-  download_size: 388726
-  dataset_size: 317271
+  download_size: 69685
+  dataset_size: 219417
 - config_name: mbpp-swift
   features:
   - name: name
@@ -4985,34 +1049,10 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 319946
+    num_bytes: 320342
     num_examples: 396
-  download_size: 391401
-  dataset_size: 319946
-- config_name: mbpp-ts-keep
-  features:
-  - name: name
-    dtype: string
-  - name: language
-    dtype: string
-  - name: prompt
-    dtype: string
-  - name: doctests
-    dtype: string
-  - name: original
-    dtype: string
-  - name: prompt_terminology
-    dtype: string
-  - name: tests
-    dtype: string
-  - name: stop_tokens
-    sequence: string
-  splits:
-  - name: test
-    num_bytes: 265973
-    num_examples: 390
-  download_size: 341007
-  dataset_size: 265973
+  download_size: 89609
+  dataset_size: 320342
 - config_name: mbpp-ts
   features:
   - name: name
@@ -5033,10 +1073,187 @@ dataset_info:
     sequence: string
   splits:
   - name: test
-    num_bytes: 268179
+    num_bytes: 268569
     num_examples: 390
-  download_size: 343213
-  dataset_size: 268179
+  download_size: 78535
+  dataset_size: 268569
+configs:
+- config_name: humaneval-clj
+  data_files:
+  - split: test
+    path: humaneval-clj/test-*
+- config_name: humaneval-cpp
+  data_files:
+  - split: test
+    path: humaneval-cpp/test-*
+- config_name: humaneval-cs
+  data_files:
+  - split: test
+    path: humaneval-cs/test-*
+- config_name: humaneval-d
+  data_files:
+  - split: test
+    path: humaneval-d/test-*
+- config_name: humaneval-elixir
+  data_files:
+  - split: test
+    path: humaneval-elixir/test-*
+- config_name: humaneval-go
+  data_files:
+  - split: test
+    path: humaneval-go/test-*
+- config_name: humaneval-hs
+  data_files:
+  - split: test
+    path: humaneval-hs/test-*
+- config_name: humaneval-java
+  data_files:
+  - split: test
+    path: humaneval-java/test-*
+- config_name: humaneval-jl
+  data_files:
+  - split: test
+    path: humaneval-jl/test-*
+- config_name: humaneval-js
+  data_files:
+  - split: test
+    path: humaneval-js/test-*
+- config_name: humaneval-lua
+  data_files:
+  - split: test
+    path: humaneval-lua/test-*
+- config_name: humaneval-ml
+  data_files:
+  - split: test
+    path: humaneval-ml/test-*
+- config_name: humaneval-php
+  data_files:
+  - split: test
+    path: humaneval-php/test-*
+- config_name: humaneval-pl
+  data_files:
+  - split: test
+    path: humaneval-pl/test-*
+- config_name: humaneval-r
+  data_files:
+  - split: test
+    path: humaneval-r/test-*
+- config_name: humaneval-rb
+  data_files:
+  - split: test
+    path: humaneval-rb/test-*
+- config_name: humaneval-rkt
+  data_files:
+  - split: test
+    path: humaneval-rkt/test-*
+- config_name: humaneval-rs
+  data_files:
+  - split: test
+    path: humaneval-rs/test-*
+- config_name: humaneval-scala
+  data_files:
+  - split: test
+    path: humaneval-scala/test-*
+- config_name: humaneval-sh
+  data_files:
+  - split: test
+    path: humaneval-sh/test-*
+- config_name: humaneval-swift
+  data_files:
+  - split: test
+    path: humaneval-swift/test-*
+- config_name: humaneval-ts
+  data_files:
+  - split: test
+    path: humaneval-ts/test-*
+- config_name: mbpp-clj
+  data_files:
+  - split: test
+    path: mbpp-clj/test-*
+- config_name: mbpp-cpp
+  data_files:
+  - split: test
+    path: mbpp-cpp/test-*
+- config_name: mbpp-cs
+  data_files:
+  - split: test
+    path: mbpp-cs/test-*
+- config_name: mbpp-d
+  data_files:
+  - split: test
+    path: mbpp-d/test-*
+- config_name: mbpp-elixir
+  data_files:
+  - split: test
+    path: mbpp-elixir/test-*
+- config_name: mbpp-go
+  data_files:
+  - split: test
+    path: mbpp-go/test-*
+- config_name: mbpp-hs
+  data_files:
+  - split: test
+    path: mbpp-hs/test-*
+- config_name: mbpp-java
+  data_files:
+  - split: test
+    path: mbpp-java/test-*
+- config_name: mbpp-jl
+  data_files:
+  - split: test
+    path: mbpp-jl/test-*
+- config_name: mbpp-js
+  data_files:
+  - split: test
+    path: mbpp-js/test-*
+- config_name: mbpp-lua
+  data_files:
+  - split: test
+    path: mbpp-lua/test-*
+- config_name: mbpp-ml
+  data_files:
+  - split: test
+    path: mbpp-ml/test-*
+- config_name: mbpp-php
+  data_files:
+  - split: test
+    path: mbpp-php/test-*
+- config_name: mbpp-pl
+  data_files:
+  - split: test
+    path: mbpp-pl/test-*
+- config_name: mbpp-r
+  data_files:
+  - split: test
+    path: mbpp-r/test-*
+- config_name: mbpp-rb
+  data_files:
+  - split: test
+    path: mbpp-rb/test-*
+- config_name: mbpp-rkt
+  data_files:
+  - split: test
+    path: mbpp-rkt/test-*
+- config_name: mbpp-rs
+  data_files:
+  - split: test
+    path: mbpp-rs/test-*
+- config_name: mbpp-scala
+  data_files:
+  - split: test
+    path: mbpp-scala/test-*
+- config_name: mbpp-sh
+  data_files:
+  - split: test
+    path: mbpp-sh/test-*
+- config_name: mbpp-swift
+  data_files:
+  - split: test
+    path: mbpp-swift/test-*
+- config_name: mbpp-ts
+  data_files:
+  - split: test
+    path: mbpp-ts/test-*
 ---
 
 # Dataset Card for MultiPL-E
@@ -5051,19 +1268,35 @@ dataset_info:
 ## Dataset Summary
 
 MultiPL-E is a dataset for evaluating large language models for code
-generation that supports 18 programming languages. It takes the OpenAI 
-"HumanEval" and the MBPP Python benchmarks and uses little compilers to
+generation that supports 22 programming languages. It takes the OpenAI 
+HumanEval and the Mostly Basic Python Programs (MBPP) benchmarks and uses little compilers to
 translate them  to other languages. It is easy to add support for new languages 
 and benchmarks.
 
-## Subsets
-
-For most purposes, you should use the variations called *SRCDATA-LANG*, where
+The dataset is divided into several configurations named *SRCDATA-LANG*, where
 *SRCDATA* is either "humaneval" or "mbpp" and *LANG* is one of the supported
 languages. We use the canonical file extension for each language to identify
-the language, e.g., "py" for Python, "cpp" for C++, "lua" for Lua, and so on.
+the language, e.g., "cpp" for C++, "lua" for Lua, "clj" for Clojure, and so on.
+
+## Using MultiPL-E
+
+- MultiPL-E is part of the [BigCode Code Generation LM Harness]. This
+  is the easiest way to use MultiPL-E.
 
-We also provide a few other variations:
+- MultiPL-E has its own evaluation framework that supports proprietary models,
+  the prompt ablations, more source benchmarks, and more recently added
+  programming languages. See the [MultiPL-E tutorial] on how to use this
+  framework directly.
+
+## The MultiPL-E Ablations
+
+The MultiPL-E paper presented several ablations of the prompt for the original
+set of programming languages. We do not include them in the current version of
+MultiPL-E, but they are still available in this repository from revision
+`d23b094` or earlier. (You can optionally pass the revision to
+`datasets.load_dataset`.)
+
+These are the prompt variations:
 
 - *SRCDATA-LANG-keep* is the same as *SRCDATA-LANG*, but the text of the prompt
   is totally unchanged. If the original prompt had Python doctests, they remain
@@ -5079,10 +1312,11 @@ We also provide a few other variations:
 Note that MBPP does not have any doctests, so the "removed" and "transform"
 variations are not available for MBPP.
 
-## Example
+## Example Script
 
 The following script uses the Salesforce/codegen model to generate Lua
 and MultiPL-E to produce a script with unit tests for luaunit.
+*This example is quite outdated.*
 
 ```python
 import datasets
@@ -5121,4 +1355,7 @@ for problem in problems["test"]:
         f.write(truncated_string)
         f.write("\n")
         f.write(problem["tests"])
-```
\ No newline at end of file
+```
+
+[BigCode Code Generation LM Harness]: https://github.com/bigcode-project/bigcode-evaluation-harness
+[MultiPL-E tutorial]: https://nuprl.github.io/MultiPL-E/
\ No newline at end of file