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shayekh/kaz-culture-qa-15k

This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform. kaz_culture_qa_15k This dataset contains question-answer pairs in the Kazakh language focused on Kazakh culture, traditions, literature, and customs. The samples cover topics such as Mukhtar Auezov's works, traditional jewelry, rituals like Nauryz blessings, and social norms. It is structured for question-answering tasks with approximately 16,000 examples split into training… See the full description on the dataset page: https://huggingface.co/datasets/shayekh/kaz-culture-qa-15k.

sourceHugging Faceupdated 3mo agoView on Hugging Face
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This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform.

kazcultureqa_15k

This dataset contains question-answer pairs in the Kazakh language focused on Kazakh culture, traditions, literature, and customs. The samples cover topics such as Mukhtar Auezov's works, traditional jewelry, rituals like Nauryz blessings, and social norms. It is structured for question-answering tasks with approximately 16,000 examples split into training and testing sets.

Dataset size

There are 17,557 data points in this dataset. This is an instruction tuning dataset.

Quality of Remastered Dataset

The final quality is B, with a relative quality improvement of 74.0%.

Domain

  • —Culture (44%)
  • —History (14%)
  • —How-to (6%)

Language

  • —Kazakh (94%)
  • —Ukrainian (4%)
  • —Belarusian (2%)

Tone

  • —Informative (68%)
  • —Explanatory (16%)
  • —Educational (6%)

Evaluation Results

  • —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/a6d8f589-375d-4fb4-9103-acc216a2fce1.png" alt="QualityGains" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />
  • —Grade Improvement: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/4465ed7f-e62b-47a6-bf2f-96999a0233b4.png" alt="Grade" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />
  • —Percentile Chart: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/250442d7-acef-482d-9567-d3dd949e01b5.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />