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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
item_id: string
judge_model: string
rerun_scores: struct<type: string, grammar: int64, creativity: int64, moral_clarity: int64, adherence_to_prompt: i (... 62 chars omitted)
  child 0, type: string
  child 1, grammar: int64
  child 2, creativity: int64
  child 3, moral_clarity: int64
  child 4, adherence_to_prompt: int64
  child 5, best_age_group: string
  child 6, explanation: list<item: string>
      child 0, item: string
error: null
swapped_scores: struct<type: string, grammar: int64, creativity: int64, moral_clarity: int64, adherence_to_prompt: i (... 62 chars omitted)
  child 0, type: string
  child 1, grammar: int64
  child 2, creativity: int64
  child 3, moral_clarity: int64
  child 4, adherence_to_prompt: int64
  child 5, best_age_group: string
  child 6, explanation: list<item: string>
      child 0, item: string
to
{'item_id': Value('string'), 'judge_model': Value('string'), 'swapped_scores': {'type': Value('string'), 'grammar': Value('int64'), 'creativity': Value('int64'), 'moral_clarity': Value('int64'), 'adherence_to_prompt': Value('int64'), 'best_age_group': Value('string'), 'explanation': List(Value('string'))}, 'error': Value('null')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1779, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 295, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 128, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2321, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2249, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              item_id: string
              judge_model: string
              rerun_scores: struct<type: string, grammar: int64, creativity: int64, moral_clarity: int64, adherence_to_prompt: i (... 62 chars omitted)
                child 0, type: string
                child 1, grammar: int64
                child 2, creativity: int64
                child 3, moral_clarity: int64
                child 4, adherence_to_prompt: int64
                child 5, best_age_group: string
                child 6, explanation: list<item: string>
                    child 0, item: string
              error: null
              swapped_scores: struct<type: string, grammar: int64, creativity: int64, moral_clarity: int64, adherence_to_prompt: i (... 62 chars omitted)
                child 0, type: string
                child 1, grammar: int64
                child 2, creativity: int64
                child 3, moral_clarity: int64
                child 4, adherence_to_prompt: int64
                child 5, best_age_group: string
                child 6, explanation: list<item: string>
                    child 0, item: string
              to
              {'item_id': Value('string'), 'judge_model': Value('string'), 'swapped_scores': {'type': Value('string'), 'grammar': Value('int64'), 'creativity': Value('int64'), 'moral_clarity': Value('int64'), 'adherence_to_prompt': Value('int64'), 'best_age_group': Value('string'), 'explanation': List(Value('string'))}, 'error': Value('null')}
              because column names don't match
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1347, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 882, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 943, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1646, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1832, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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item_id
string
judge_model
string
swapped_scores
dict
error
null
0170b91ba042acdc6cb0bfc294cb9f9b983b70d95f85bb2c7b54f75c58f41cfe
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with minor stylistic choices that enhance readability without detracting from the narrative.", "The fable incorporates familiar e...
null
02b7fc1f846aed37d433fabeef6f4542404d7a26eb0b02f613ca7ce73a470b35
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with minor stylistic choices that enhance readability without detracting from clarity.", "The fable incorporates familiar element...
null
0494a96190609f4c8caf5fafeeb5b39f0aca0fd1e0bf66d76193a0fc62ddca0d
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with minor stylistic choices that enhance readability without detracting from clarity.", "The story incorporates original element...
null
06bd3e0aff66589380fd0a86ca13ed762c25279d5b8a918420ed3338299195d6
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 7, "best_age_group": "B", "explanation": [ "The writing is clean with minor stylistic choices that enhance readability without significant errors.", "The fable introduces an original twist by fo...
null
07738cca34b8592f31d0ea0230b04ceee41a1959efb53c8fa9b499a4701bc659
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with minor stylistic choices that enhance readability without significant errors.", "The fable incorporates familiar themes but p...
null
07a9ee7c720408277b72a518d6a29d885e46531a4c0241c2da1f1f37f75a38c7
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with appropriate vocabulary and sentence structure suitable for young readers.", "The fable incorporates familiar elements but pr...
null
08049aea20304de9009b0f217fd1de44ceb0162bc84a88f5bc12b757e2c76f9b
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with appropriate simplicity for young readers, maintaining clarity despite some minor stylistic choices.", "The fable incorporate...
null
0bf43f1029ddb9fd99abfb4c5678d8b71b4009a4531bb86e988a8107876c3540
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with minor stylistic choices that enhance readability without detracting from the narrative.", "The fable introduces an original ...
null
0c30108348e91dacc0b367eda0cb4a1784f26f77803f6012403c858fe0cebf01
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with appropriate simplicity for young readers, maintaining clarity without significant errors.", "The fable incorporates original...
null
0c5c25a959bbaf09b30d64c9506f14144a4d41fd4425e5cb7ae1db7123329877
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with appropriate simplicity for young readers, maintaining clarity without significant errors.", "The fable incorporates original...
null
0ea1539aec66f62e13d66923d8227c30447ed0a4974d29a2ac0c84300b41a056
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with minor stylistic choices that enhance readability without significant errors.", "The fable incorporates familiar elements but...
null
0f7a3a04545565b99af0580a5c3fadf22c31d7c0e7bff25d982bc53e676c133b
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with minor stylistic choices that enhance readability without detracting from the narrative.", "The story incorporates familiar e...
null
10337f33ff4a6fd03bfa5f0ca6cc6865efb3a9cd00db20080416f3d20d0c3682
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 9, "adherence_to_prompt": 8, "best_age_group": "B", "explanation": [ "The writing is clean with minor stylistic choices that enhance readability without significant errors.", "The fable incorporates familiar elements but...
null
110a034f64572766bf784f06a3d481a0f042d250399384d4b59227a2f0f007c8
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "Grammar and style are clean with appropriate simplicity for young readers, maintaining clarity without significant errors.", "The fable introduces an ...
null
11233ef1cb5e81514a92efad2cdcfb4648655e3441988d4f6fac5964bdadb951
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with minor stylistic choices that enhance readability without detracting from clarity.", "The fable introduces an original twist ...
null
12451ed2849792c15fd771338c30ca1501c1390d1979ad1ed00bc52bbda7565e
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with appropriate, simple language suitable for young readers, though minor stylistic enhancements could enhance readability further."...
null
12578b3b37e86aecd5f903baf04c2df19d7e87e75b637de95d8e2b6895e1112c
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with appropriate, simple language suitable for young readers, though minor stylistic enhancements could improve it further.", "Th...
null
148bf8772743834637c44e8e39cc53cc7e5df9cc03b0d83d2539279fafd6556c
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with appropriate simplicity for young readers, maintaining a polished style.", "The story introduces an innovative twist by focus...
null
15fb2073cbbdda4ce4270e6e7a1b8b10661a5d925ecc9ef9f6f50deabca5e526
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with minor stylistic choices that enhance readability without significant errors.", "The fable incorporates original elements lik...
null
16135ed5846081c49b4362733f530f3941930014f703e37be59a086f0cd832b2
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with minor stylistic choices that enhance readability without detracting from clarity.", "The fable introduces an original twist ...
null
164422afb4b46b9e7d9c89803d0d5961fd7a25716791375a0e3501e80e1b31d4
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with appropriate vocabulary and sentence structure suitable for young readers.", "The story incorporates original elements like t...
null
171009438ede11d4749a7c78a599a5ca2efdb418d2434aebe5b8c4ccffdbd216
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with appropriate simplicity for young readers, maintaining clarity without significant errors.", "The fable incorporates familiar...
null
189e9ee03894f9a1c4c996e35e8c642eee04db5bf3774467361c0470b96cfc2f
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with appropriate simplicity for young readers, maintaining clarity without significant errors.", "While following familiar fable ...
null
18a7c3a4b24215511fc776bd0ae3db89d5ebacf41a7e55af2450a89566c1e272
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with minor stylistic choices that enhance readability without detracting from the narrative.", "The fable incorporates familiar t...
null
1b9efe820dca6b09a4c3ed3482bf15f80eb9434882991c31b4c68e531a9658e5
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 6, "moral_clarity": 7, "adherence_to_prompt": 7, "best_age_group": "B", "explanation": [ "The writing is clean with minor stylistic choices that enhance readability without significant errors.", "While following familiar fable structures, t...
null
1be7d356e77b0a22459e9c7bceacfbc43b793b07c9d40818cc3156ee9226a45d
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with minor stylistic choices that enhance readability without detracting from clarity.", "The fable incorporates familiar element...
null
1c4554975dff00c55909aa7a4a2f998393899680114530e8946a23a5bc87f919
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with minor stylistic choices that enhance readability without detracting from clarity.", "The fable incorporates familiar themes ...
null
1e8451141ac99ef28fd427544c57230c7ec90255313fb08e91440c00641e3e92
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with appropriate simplicity for young readers, maintaining clarity without significant errors.", "The fable incorporates familiar...
null
21d5616db17f054e304e6fb5176765f523b264fefa7fdff4bc33b1c169fbfed5
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with minor stylistic choices that enhance readability without detracting from the narrative.", "The fable introduces an original ...
null
2369ac122c247d3ad19f8b1998c9d8a9e547b693555209127098be4254d4ec8d
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with minor stylistic choices that enhance readability without detracting from the narrative.", "The fable incorporates familiar t...
null
245411d44ea746b19a8053ce18fdde9fdf44db810fc86e771267210c22993f4f
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 9, "adherence_to_prompt": 8, "best_age_group": "B", "explanation": [ "The writing is clean with minor stylistic choices that enhance readability without detracting from clarity.", "The fable incorporates familiar element...
null
26be5fc7457e91eac66c8ad7343d6a12be110d9473693c19deb109af7355ecfe
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with minor stylistic choices that enhance readability without detracting from clarity.", "The fable incorporates familiar themes ...
null
27ba3234214057e5b6f1446636ac65a5d44bc2dc70389c2b7a9f56716fd89692
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with minor stylistic choices that enhance readability without detracting from the narrative.", "The fable incorporates familiar t...
null
27fa7abe815d5381822f6810e624056f1c2390623b354ee51d34505643530af3
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with appropriate simplicity for young readers, maintaining clarity without significant errors.", "The fable incorporates original...
null
287c3d867ed1767ac639e183279c06eda122796c14e6cb9b607a474b637eb835
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with minor stylistic choices that enhance readability without detracting from clarity.", "The fable incorporates familiar element...
null
293a161c5405d0d95fa03a51b849bf5d3d529b1b784f2e7f1f694bbb7b23f7fa
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with minor stylistic choices that enhance readability without detracting from the narrative.", "The story incorporates original e...
null
2a0ba17363a5ebae2f26c0e16790eeabbf2d80a2a2de81eef04ef6b5ddec829c
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with minor stylistic choices that enhance readability without detracting from the narrative.", "The story incorporates familiar e...
null
2b398ccc71bbb0fc585ebc9b581c74694c574f568379d27263df06b88b81860b
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with minor stylistic choices that enhance readability without detracting from the narrative.", "While following familiar fable st...
null
2fc98476cd30785b435174b36eb3513cb78f75ccd2a79a82f95a00b008cb67f8
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with minor stylistic choices that enhance readability without significant errors.", "The fable incorporates original elements lik...
null
315a0e866dc3804469388c9a776138bdfb6abf283cefc6f041f6ad3b45f05729
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with minor stylistic choices that enhance readability without detracting from clarity.", "The story incorporates familiar element...
null
339be9d4707c46c1f9c4e22f2b28681454a20b83699f3bb0a722c5d4b0a4a765
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with minor stylistic choices that enhance readability without detracting from the narrative.", "The fable introduces an innovativ...
null
341811cf5c9bb85e99e4d373e83b08fbff694921c0db361fb5efbf4ba018d515
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with appropriate simplicity for young readers, maintaining clarity without significant errors.", "The fable incorporates familiar...
null
3428f1034499a2ed2bfa241daf9533959be7492dbb7f88130a6e1b9070c28e07
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with appropriate simplicity for young readers, maintaining clarity without significant errors.", "The fable introduces an innovat...
null
3547ba6b6add592913f3269b5c5a2ffd121fefd906532c9dd61240de1932a406
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with minor stylistic choices that do not impede understanding, suitable for young readers.", "While following familiar fable stru...
null
35f7e8819b7684041ef776198c7562df3536faba369c0e17bfe14c01b6cde8c1
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with minor stylistic choices that enhance readability without detracting from the narrative.", "The fable incorporates original e...
null
36158442bfbc3a4dc2958ff1720b1bae48826bb645ea8d4be0e7bc28307180d7
exaone3.5:32b
{ "type": "Fable Evaluation", "grammar": 8, "creativity": 7, "moral_clarity": 8, "adherence_to_prompt": 9, "best_age_group": "B", "explanation": [ "The writing is clean with minor stylistic choices that enhance readability without detracting from the narrative.", "The story introduces an original ...
null
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exaone3.5:32b
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null
End of preview.

Open-Weight Judges Evaluation Dataset

Evaluation outputs from a study on cross-task transferability of family-diverse open-weight judge panels for synthetic text evaluation.

Overview

This dataset contains ~6,180 judge evaluations across three synthetic-text tasks, produced by a three-member open-weight panel, proprietary baselines (GPT-o4-mini, Gemini 2.5 Flash), a specialized open evaluator (Atla Selene Mini), and four bias audits.

Tasks

Task Items Description Scale
TF1 (English Generation) 1,000 English fable quality from 10 generator models 1-10, 4 dimensions
TF2 (EN-RO Translation) 96 English-Romanian literary translation quality 1-5, 5 dimensions
TF3 (Romanian Generation) 100 Romanian-native fable quality 1-5, 5 dimensions

Panel Members

Model Params Family Role
Granite 4.1 Dense 30B IBM Primary
EXAONE 3.5 32B LG AI Research Primary
Granite 3.3 8B IBM Arbiter

Panel members are deliberately from families disjoint from all generator models.

Directory Structure

tf1_panel/          # Panel evaluations: 3 judges x 1000 items
tf2_panel/          # Panel evaluations: 3 judges x 96 items
tf3_panel/          # Panel evaluations: 3 judges x 100 items
tf1_proprietary/    # GPT-o4-mini on 1000 TF1 items
tf2_proprietary/    # GPT-o4-mini on 96 TF2 items
tf3_proprietary/    # GPT-o4-mini + Gemini Flash on 100 TF3 items each
tf1_selene/         # Selene Mini on 200 TF1 items
tf2_selene/         # Selene Mini on 96 TF2 items
tf3_selene/         # Selene Mini on 100 TF3 items
bias_audit/         # Position, stability, length, family audit results
paper_tables/       # Pre-computed analysis tables (CSV)
tf1_samples.jsonl   # Input fables (TF1)
tf2_samples.jsonl   # Input translation pairs (TF2)
tf3_samples.jsonl   # Input Romanian fables (TF3)

Record Format

Panel and proprietary outputs use JSONL with one record per item:

{
  "item_id": "...",
  "judge_model": "granite4.1:30b",
  "task": "tf1_generation",
  "scores": {"grammar": 8, "creativity": 6, ...},
  "input_tokens": 1714,
  "output_tokens": 164,
  "latency_ms": 27370.9,
  "timestamp": "2026-05-01T21:28:39"
}

TF2/TF3 scores use nested format: {"accuracy": {"score": 5, "justification": "..."}}.

Key Findings

  • System-level rank correlation between panel and GPT-o4-mini: rho=0.927 (p<0.001) on TF1's 10 generators
  • Item-level Krippendorff alpha near zero across all tasks (score compression)
  • EXAONE 3.5 most position-stable (100% grammar match) and run-stable (91-100%)
  • Granite 4.1 shows significant length bias (rho=-0.27 for grammar)
  • Zero family-preference bias by construction (disjoint panel-generator families)

Citation

@article{nadas2026openjudges,
  title={Cross-Task Transferability of Family-Diverse Open-Weight Judge Panels for Synthetic Text Evaluation},
  author={Nada\c{s}, Mihai and Dio\c{s}an, Laura},
  year={2026},
  note={In preparation}
}

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