annotations_creators: []
language:
- en
language_creators: []
license: []
multilinguality:
- monolingual
pretty_name: adaption-databricks_dolly_15k
size_categories:
- n<1K
source_datasets:
- extended|https://huggingface.co/datasets/databricks/databricks-dolly-15k
tags:
- adaption
- preference-training
- animal-nature
- history
- sports
task_categories: []
task_ids: []
This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform.
adaption-databricks_dolly_15k
This dataset comprises over 15,000 open-source instruction-following records generated by Databricks employees across diverse categories like brainstorming, classification, and QA. Designed for training large language models, the English-language corpus features prompt-completion pairs that mimic human behavioral patterns outlined in the InstructGPT paper. It is licensed under Creative Commons Attribution-ShareAlike 3.0 for both academic and commercial use.
Dataset size
There are 200 data points in this dataset. This is a preference training dataset.
Quality of Remastered Dataset
The final quality is B, with a relative quality improvement of 58.0%.
Domain
- Animal-nature (16%)
- History (10%)
- Sports (10%)
Language
- English (100%)
Tone
- Informative (74%)
- Balanced (8%)
- Educational (6%)
Evaluation Results
Quality Gains:
Grade Improvement:
Percentile Chart:
