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README.md

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+---
+annotations_creators: []
+language:
+  - en
+language_creators: []
+license: []
+multilinguality:
+- monolingual
+pretty_name: 'adaption-minimal_diff_proofreading (augmented)'
+size_categories:
+- 1K<n<10K
+source_datasets: []
+tags:
+  - adaption
+  - instruction-tuning
+  - writing-editing-communication
+task_categories: []
+task_ids: []
+---
+
+![banner](https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/a7c1fbeb-1c64-4725-976e-bf64439b06f3.png)
+
+This dataset is a remastered version prepared using [Adaption's](https://adaptionlabs.ai/app/auth) 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 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;" />