Svngoku/africa-factbook-sft-hard

---
annotations_creators: []
language:
- en
language_creators: []
license: []
multilinguality:
- monolingual
pretty_name: 'africa-factbook-sft-hard'
size_categories:
- 1K<n<10K
source_datasets:
- 'extended|Svngoku/african-history-and-factbook-sft'
tags:
- adaption
- instruction-tuning
- history
- science
- geography
task_categories: []
task_ids: []
---


This dataset is a remastered version of this [dataset](Svngoku/african-history-and-factbook-sft) prepared using [Adaption's](https://adaptionlabs.ai/app/auth) Adaptive Data platform.

# africa-factbook-sft-hard

This dataset contains instruction-following examples focused on African history, geography, and socio-political analysis, formatted as multi-turn conversations with system, user, and assistant roles. The content covers diverse topics including ancient empires like Aksum and Wadai, pre-colonial diplomacy, maritime trade, and biographical profiles of notable African figures. Designed for supervised fine-tuning, the entries emphasize academic rigor, historical accuracy, and structured data presentation.

### Dataset size

There are 1,517 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 -7.0%.

### Domain
- History (22%)
- Science (2%)
- Geography (2%)

### Language
- English (100%)

### Tone
- Analytical (14%)
- Informative (10%)
- Historic (2%)

### Evaluation Results

- **Quality Gains:**
<img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/5153563b-d5f0-47ca-9bc9-f24d66d85046.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/7c62c47b-8b5b-40bc-bf93-1aedd511e1d8.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/e51211e9-546e-42a4-99d1-0dab03d4f013.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />