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shayekh/kazakh-news-summarization-20k-adapted

This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform. kazakh_news_summarization This dataset contains pairs of Kazakh language prompts and completions focused on summarizing news articles from sources like BAQ.KZ. The content covers diverse topics including social issues, legal cases, government initiatives, and international events within Kazakhstan and abroad. Each entry consists of a standard instruction to summarize text… See the full description on the dataset page: https://huggingface.co/datasets/shayekh/kazakh-news-summarization-20k-adapted.

sourceHugging Faceupdated 4mo agoView on Hugging Face
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This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform.

kazakhnewssummarization

This dataset contains pairs of Kazakh language prompts and completions focused on summarizing news articles from sources like BAQ.KZ. The content covers diverse topics including social issues, legal cases, government initiatives, and international events within Kazakhstan and abroad. Each entry consists of a standard instruction to summarize text followed by a concise news summary in Kazakh.

Dataset size

There are 32,599 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 340.0%.

Domain

  • —Writing-editing-communication (100%)

Language

  • —Kazakh (100%)

Tone

  • —Informative (96%)
  • —Clear (4%)

Evaluation Results

  • —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/5ba99907-4f64-49f8-8d31-f03f245be2f7.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/f34c3f04-0ec9-441a-b16f-7303c46ef5db.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/87c1c769-fb64-405f-b1f9-9053340bdaf0.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />