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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: []
---
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;" />
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