| --- |
| annotations_creators: [] |
| language: |
| - en |
| language_creators: [] |
| license: [] |
| multilinguality: |
| - monolingual |
| pretty_name: 'adaption-alpaca_instructions' |
| size_categories: |
| - 10K<n<100K |
| source_datasets: |
| - 'extended|https://huggingface.co/datasets/tatsu-lab/alpaca' |
| tags: |
| - adaption |
| - instruction-tuning |
| - writing-editing-communication |
| - math |
| - language |
| task_categories: [] |
| task_ids: [] |
| --- |
| |
|  |
|
|
| This dataset is a remastered version of this [dataset](https://huggingface.co/datasets/tatsu-lab/alpaca) prepared using [Adaption's](https://adaptionlabs.ai/app/auth) Adaptive Data platform. |
|
|
| # adaption-alpaca_instructions |
| |
| This dataset contains 52,000 instruction-following examples generated by OpenAI's text-davinci-003 engine using the Self-Instruct framework. Each sample consists of a prompt providing a specific task, such as writing, classification, or rewriting, paired with a high-quality completion. It is designed specifically for instruction-tuning language models to improve their ability to follow diverse user commands. |
| |
| ### Dataset size |
| |
| There are 22,155 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 48.0%. |
| |
| ### Domain |
| - Writing-editing-communication (20%) |
| - Math (10%) |
| - Language (8%) |
| |
| ### Language |
| - English (100%) |
| |
| ### Tone |
| - Informative (28%) |
| - Clear (14%) |
| - Creative (8%) |
| |
| ### Evaluation Results |
| |
| - **Quality Gains:** |
| <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/a7fa7791-8cda-470b-b3d6-4768ce52b2ac.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/0c9d9fe2-4838-4a0f-88fc-557343706cf0.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/15d8c9e5-de5d-461b-aa28-d61b6ba0cd6f.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" /> |
| |
