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Fernandosr85/adaption-recipe-ingredient-validation

This dataset is a remastered version prepared using Adaption's Adaptive Data platform. adaption-recipe_ingredient_validation This dataset consists of prompt-completion pairs designed to test ingredient relevance for specific recipes. Each entry presents a recipe title and a candidate ingredient, requiring a binary classification of whether the ingredient belongs in the dish. The completions provide the correct label as either 'BELONGS' or 'NOT_BELONGS' based on culinary logic.… See the full description on the dataset page: https://huggingface.co/datasets/Fernandosr85/adaption-recipe-ingredient-validation.

sourceHugging Faceupdated 14d agoView on Hugging Face
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This dataset is a remastered version prepared using Adaption's Adaptive Data platform.

adaption-recipeingredientvalidation

This dataset consists of prompt-completion pairs designed to test ingredient relevance for specific recipes. Each entry presents a recipe title and a candidate ingredient, requiring a binary classification of whether the ingredient belongs in the dish. The completions provide the correct label as either 'BELONGS' or 'NOT_BELONGS' based on culinary logic.

Dataset size

There are 5,000 data points in this dataset. This is an instruction tuning dataset.

Quality of Remastered Dataset

The final quality is C, with a relative quality improvement of 10.0%.

Domain

  • —Cooking (100%)

Language

  • —English (100%)

Tone

  • —Informative (82%)
  • —Analytical (10%)
  • —Clear (4%)

Evaluation Results

  • —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/5a1a6f52-a0b3-4f73-a336-e11e79c39482.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/0be0e782-1434-407a-a8a6-5e99da3f02f5.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/2dfc29e4-299c-4207-9580-a195b78110e5.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />