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darthludious/adaption-minimal-diff-proofreading-augmented

This dataset is a remastered version prepared using Adaption's Adaptive Data platform. adaption-minimal_diff_proofreading (augmented) This dataset consists of instruction-response pairs designed for minimal-difference proofreading across multiple English text formats, including business reports, technical documents, and casual messages. Prompts present text containing objective spelling, punctuation, grammar, and syntax errors, alongside error-free passages. Responses provide… See the full description on the dataset page: https://huggingface.co/datasets/darthludious/adaption-minimal-diff-proofreading-augmented.

sourceHugging Faceupdated 2d agoView on Hugging Face
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This dataset is a remastered version prepared using Adaption's Adaptive Data platform.

adaption-minimaldiffproofreading (augmented)

This dataset consists of instruction-response pairs designed for minimal-difference proofreading across multiple English text formats, including business reports, technical documents, and casual messages. Prompts present text containing objective spelling, punctuation, grammar, and syntax errors, alongside error-free passages. Responses provide direct corrections that fix genuine errors while preserving the original wording, tone, and structure without stylistic rephrasing.

Dataset size

There are 9,988 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

  • —Writing-editing-communication (100%)

Language

  • —English (100%)

Tone

  • —Professional (42%)
  • —Helpful (30%)
  • —Objective (10%)

Evaluation Results

  • —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/08218e20-3a79-4c94-9360-cec9b7d467d8.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/ca574c8e-afd5-4407-b4a7-1f18fd20bac7.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/9697b02c-cb05-40a9-83e4-b6eb05da87fb.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />