CoolFace
Datasetpublic

omerdemirtas/adaption-dataset-curation-prompts

This dataset is a remastered version prepared using Adaption's Adaptive Data platform. adaption-dataset_curation_prompts This dataset contains prompt-completion pairs focused on data curation tasks, including dataset documentation, schema generation, and sample data creation. The samples demonstrate instructions for generating dataset cards, categorizing information, and structuring training data for AI assistants. Entries vary from specific technical documentation like Yahoo… See the full description on the dataset page: https://huggingface.co/datasets/omerdemirtas/adaption-dataset-curation-prompts.

sourceHugging Faceupdated 2mo agoView on Hugging Face
0likes13downloads
Dataset Card

banner

This dataset is a remastered version prepared using Adaption's Adaptive Data platform.

adaption-datasetcurationprompts

This dataset contains prompt-completion pairs focused on data curation tasks, including dataset documentation, schema generation, and sample data creation. The samples demonstrate instructions for generating dataset cards, categorizing information, and structuring training data for AI assistants. Entries vary from specific technical documentation like Yahoo Answers or ShareGPT cards to generic requests for data organization and survey design.

Dataset size

There are 53 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 -3.7%.

Domain

  • —Data-analysis-visualization (64%)
  • —Code (12%)
  • —How-to (8%)

Language

  • —English (100%)

Tone

  • —Analytical (20%)
  • —Professional (18%)
  • —Informative (16%)

Evaluation Results

  • —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/dcdab120-02ab-401f-8eab-d5feb55fbc97.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/63138277-40d1-47fd-b90e-6a89d4eddfe9.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/8916b471-5f2c-4865-bb9f-3cc5a1018878.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />