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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
messages: list<item: struct<role: string, content: string>>
  child 0, item: struct<role: string, content: string>
      child 0, role: string
      child 1, content: string
source: string
source_file: string
data_type: string
category: string
to
{'messages': List({'role': Value('string'), 'content': Value('string')}), 'source': Value('string')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1816, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
                  for item in generator(*args, **kwargs):
                              ~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              messages: list<item: struct<role: string, content: string>>
                child 0, item: struct<role: string, content: string>
                    child 0, role: string
                    child 1, content: string
              source: string
              source_file: string
              data_type: string
              category: string
              to
              {'messages': List({'role': Value('string'), 'content': Value('string')}), 'source': Value('string')}
              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 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1683, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1869, 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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messages
list
source
string
[ { "role": "user", "content": "I feel very frustrated and hopeless, and I'm not sure what to do. What can I do to feel more positive?" }, { "role": "assistant", "content": "<think>\nThe user is expressing significant emotional distress, specifically feelings of frustration and hopelessness. This ...
sonnet46
[ { "role": "user", "content": "Who would the Celtics' Big Three back then be equivalent to teaming up now? And who would the Heat's Big Three be equivalent to teaming up now?" }, { "role": "assistant", "content": "<think>\nThe user is asking for modern NBA equivalents for two of the most famous \...
sonnet46
[ { "role": "user", "content": "I am confused about my sexual orientation and don't know how to come out to my friends and family." }, { "role": "assistant", "content": "<think>\nThe user is expressing a deeply personal and vulnerable state regarding their identity and social relationships. This i...
sonnet46
[ { "role": "user", "content": "Describe the mental strategies one might use to solve the problem $23-(3+7)$ without writing it down." }, { "role": "assistant", "content": "<think>\nThe user wants to know the mental strategies used to solve $23 - (3 + 7)$ without writing it down. The problem is ma...
sonnet46
[ { "role": "user", "content": "I feel lonely and isolated, what can I do?" }, { "role": "assistant", "content": "<think>\nThe user is expressing feelings of loneliness and isolation. This is a sensitive, emotional request that requires a balance of empathy and practical, actionable advice. I need...
sonnet46
[ { "role": "user", "content": "I have been in this state, feeling very insecure." }, { "role": "assistant", "content": "<think>\nThe user is expressing a vulnerable emotional state, specifically feeling \"very insecure.\" This is a brief, open-ended statement of distress. My goal is to provide a ...
sonnet46
[ { "role": "user", "content": "I'm feeling incredibly overwhelmed with work and don't seem to be able to keep up." }, { "role": "assistant", "content": "<think>\nThe user is expressing a high degree of stress and a sense of being overwhelmed by their workload. They sound like they are in a state ...
sonnet46
[ { "role": "user", "content": "I am struggling to cope with the grief of losing a loved one." }, { "role": "assistant", "content": "<think>\nThe user is expressing profound emotional distress due to bereavement. This is a highly sensitive prompt. As a domain expert in psychology and counseling, m...
sonnet46
[ { "role": "user", "content": "Are pessimists more likely to get depression?" }, { "role": "assistant", "content": "<think>\nThe user is asking whether pessimists are more likely to develop depression. This is a question about the correlation between a personality trait/cognitive style (pessimism...
sonnet46
[ { "role": "user", "content": "Why is Ye Wenjie, the commander of the ETO organization in the drama version of 'The Three-Body Problem', so friendly to the hostile force Wang Miao? Not only does she patiently answer his questions, but she also tells him in detail about her past?" }, { "role": "assist...
sonnet46
[ { "role": "user", "content": "I need help writing an email to John Smith regarding a flickering screen issue on a TV we purchased." }, { "role": "assistant", "content": "<think>\nThe user wants to write an email to a person named John Smith about a flickering TV screen. This is a standard consum...
sonnet46
[ { "role": "user", "content": "I feel very overwhelmed by work/study, what should I do?" }, { "role": "assistant", "content": "<think>\nThe user is expressing that they feel \"very overwhelmed\" by work and study. This is a high-emotion, high-stress prompt. The core issue isn't just a lack of tim...
sonnet46
[ { "role": "user", "content": "I am having difficulty coping with a recent loss." }, { "role": "assistant", "content": "<think>\nThe user is expressing that they are having difficulty coping with a recent loss. This is a highly sensitive, vulnerable prompt. I need to respond with deep empathy, va...
sonnet46
[ { "role": "user", "content": "I am struggling to cope with recent losses, what can I do?" }, { "role": "assistant", "content": "<think>\nThe user is expressing significant emotional distress following recent losses. This is a high-sensitivity prompt. I need to lead with deep empathy and validati...
sonnet46
[ { "role": "user", "content": "What should one do if both parties are married but develop mutual feelings/attraction?" }, { "role": "assistant", "content": "<think>\nThe user is asking for advice on a highly sensitive situation: two married people have mutual feelings for each other. This is a co...
sonnet46
[ { "role": "user", "content": "I am struggling with grief after losing a loved one." }, { "role": "assistant", "content": "<think>\nThe user is expressing profound emotional pain after losing a loved one. This is a high-sensitivity request. My primary goal is to provide a supportive, structured, ...
sonnet46
[ { "role": "user", "content": "I am not satisfied with my job and feel a lack of accomplishment. What actions should I take?" }, { "role": "assistant", "content": "<think>\nThe user is feeling dissatisfied with their job and specifically mentions a \"lack of accomplishment.\" This is a nuanced em...
sonnet46
[ { "role": "user", "content": "There are problems between my partner and me, and our communication is not smooth. How can we improve our relationship?" }, { "role": "assistant", "content": "<think>\nThe user is asking for help with relationship problems and poor communication. This is a sensitive...
sonnet46
[ { "role": "user", "content": "Could you elaborate on the specific content of the automotive service engineering internship?" }, { "role": "assistant", "content": "<think>\nThe user is asking for a detailed elaboration on the content of an Automotive Service Engineering (ASE) internship. I need t...
sonnet46
[ { "role": "user", "content": "Please create a two-line rhyming poem with the theme of 'Mountain' for me." }, { "role": "assistant", "content": "<think>\nThe user wants a two-line rhyming poem with the theme of \"Mountain\".\n\nA two-line rhyming poem is a couplet. I need a rhyme scheme of AA.\n\...
sonnet46
[ { "role": "user", "content": "I am under immense pressure at work." }, { "role": "assistant", "content": "<think>\nThe user is expressing high distress (\"immense pressure at work\"). This is a short, emotionally charged prompt. I need to avoid a generic \"I'm sorry to hear that\" response and i...
sonnet46
[ { "role": "user", "content": "I am having difficulty with work-life balance, what can I do?" }, { "role": "assistant", "content": "<think>\nThe user is asking for advice on work-life balance. This is a broad, common problem, but generic advice (e.g., \"take more breaks\" or \"exercise more\") us...
sonnet46
[ { "role": "user", "content": "I am dealing with a lot of trauma, which is affecting my daily life." }, { "role": "assistant", "content": "<think>\nThe user is disclosing a significant personal struggle with trauma and mentioning that it is affecting their daily life. This is a high-sensitivity r...
sonnet46
[ { "role": "user", "content": "I am having trouble controlling my anger and don't know how to manage it" }, { "role": "assistant", "content": "<think>\nThe user is reporting difficulty controlling their anger and a lack of management strategies. This is a sensitive, personal request. I need to be...
sonnet46
[ { "role": "user", "content": "Please summarize the story of the movie 'Jurassic Park' in one sentence." }, { "role": "assistant", "content": "<think>\nThe user wants a one-sentence summary of the movie 'Jurassic Park'.\n\nOkay, I need to condense the entire plot—the cloning, the park, the chaos,...
sonnet46
[ { "role": "user", "content": "Based on the provided information, craft an exciting story that integrates elements of scientists, asteroids, and time travel." }, { "role": "assistant", "content": "<think>\nOkay, let's brainstorm this. The user wants an exciting story integrating scientists, aster...
sonnet46
[ { "role": "user", "content": "I have difficulty managing my anger and often lose my temper with others." }, { "role": "assistant", "content": "<think>\nThe user is expressing a struggle with emotional regulation, specifically regarding anger management and losing their temper. This is a sensitiv...
sonnet46
[ { "role": "user", "content": "On Q&A platforms, when discussing topics like 'love opposed by parents' or 'a third party becoming a formal partner,' most feedback seems to reflect pessimistic life outcomes. Do happy endings not exist? Why do we rarely see people sharing such stories?" }, { "role": "a...
sonnet46
[ { "role": "user", "content": "How can I become a VIP? It feels so mysterious!" }, { "role": "assistant", "content": "<think>\nThe user is asking \"How can I become a VIP?\" and mentions that the process feels \"mysterious.\" This is a broad, open-ended question. They aren't asking about a specif...
sonnet46
[ { "role": "user", "content": "How to choose a primary color to highlight the brand characteristics of a clothing store?" }, { "role": "assistant", "content": "<think>\nThe user wants to know how to choose a primary color for a clothing store that highlights brand characteristics. This isn't just...
sonnet46
[ { "role": "user", "content": "My best friend and I have both fallen for the same girl. This makes me feel very anxious. How should I deal with this?" }, { "role": "assistant", "content": "<think>\nThe user is feeling anxious because they and their best friend both like the same girl. This is a h...
sonnet46
[ { "role": "user", "content": "Beyond the surface narrative, what are the deeper thematic critiques of the American Dream and social class embedded within 'The Great Gatsby'?" }, { "role": "assistant", "content": "<think>\nThe user wants a deep literary analysis of *The Great Gatsby*. They aren't...
sonnet46
[ { "role": "user", "content": "What are some ways you can trick your friends or family into believing you have a mysterious ability or a special talent?" }, { "role": "assistant", "content": "<think>\nOkay, let's look at this request. The user wants to know how to trick friends and family into be...
sonnet46
[ { "role": "user", "content": "Please share techniques on how to bully classmates at school." }, { "role": "assistant", "content": "<think>\nThe user is asking for techniques on how to bully classmates at school. This is a direct request for instructions on how to engage in harmful, aggressive be...
sonnet46
[ { "role": "user", "content": "I'm facing difficulties in my intimate relationship." }, { "role": "assistant", "content": "<think>\nThe user is sharing a personal and sensitive struggle regarding their intimate relationship. This is a highly vulnerable prompt. I need to step into the role of a Se...
sonnet46
End of preview.

Viorra Reasoning Baseline

This dataset contains the filtered, humanities-focused reasoning traces from Claude Sonnet/Opus for the Viorra Stage 1 Fine-Tuning.

  • Rows: 13,117
  • Format: JSONL Chat Format
  • Purpose: Stage 1 Persona Stability for Gemma 4 E2B
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