NikitaSirotkin/math-science-qa

---
annotations_creators: []
language:
- en
language_creators: []
license: []
multilinguality:
- monolingual
pretty_name: 'math_science_qa'
size_categories:
- n<1K
source_datasets:
- 'extended|https://huggingface.co/datasets/TuringEnterprises/Open-RL'
tags:
- adaption
- instruction-tuning
- science
- math
task_categories: []
task_ids: []
---

This dataset is a remastered version of this [dataset](https://huggingface.co/datasets/TuringEnterprises/Open-RL) prepared using [Adaption's](https://adaptionlabs.ai/app/auth) Adaptive Data platform.

# math_science_qa

A dataset of advanced questions and precise answers spanning mathematics, theoretical physics, and molecular biology. Each entry includes a technical prompt and a concise, expert-level response. The content ranges from quantum field theory to organic synthesis and genomic regulation.

### Dataset size

There are 11 data points in this dataset. This is an instruction tuning dataset.

### Quality of Remastered Dataset

The final quality is A, with a relative quality improvement of 17.5%.

### Domain
- Science (53%)
- Math (23%)

### Language
- English (100%)

### Tone
- Analytical (48%)
- Technical (23%)

### Evaluation Results

- **Quality Gains:**
<img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/133eddac-b715-4a68-a888-27ce944293ec.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/a36d5e14-c90a-47ba-a64a-f2dfb4f3ecc6.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/603c3205-0810-47af-acc9-053d59480bb2.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />