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Azfarhashmi/adaption-japanese-instruction-culture

This dataset is a remastered version prepared using Adaption's Adaptive Data platform. adaption-japanese_instruction_culture This dataset contains Japanese instruction-tuning samples covering summarization, business communication, math, coding, and creative writing. A significant portion is dedicated to deep cultural explanations, including concepts like wabi-sabi, amae, and hare-ke, as well as detailed guidance on keigo honorifics. The content reflects high-context Japanese… See the full description on the dataset page: https://huggingface.co/datasets/Azfarhashmi/adaption-japanese-instruction-culture.

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

adaption-japaneseinstructionculture

This dataset contains Japanese instruction-tuning samples covering summarization, business communication, math, coding, and creative writing. A significant portion is dedicated to deep cultural explanations, including concepts like wabi-sabi, amae, and hare-ke, as well as detailed guidance on keigo honorifics. The content reflects high-context Japanese social norms, traditional aesthetics, and modern societal issues, making it ideal for training culturally competent Japanese language models.

Dataset size

There are 4,403 data points in this dataset. This is an instruction tuning dataset.

Quality of Remastered Dataset

The final quality is A, with a relative quality improvement of -5.0%.

Domain

  • —Language (100%)

Language

  • —Japanese (100%)

Tone

  • —Informative (100%)

Evaluation Results

  • —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/fba091fa-158a-4148-a357-0b17e9f43542.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/33b00b66-102e-498d-a0c1-1477c49eea79.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/fc9d95b4-75c3-4242-9a6a-b2825eda9e1d.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />