gimmy256/uganda-edu-gemma

---
annotations_creators: []
language:
- en
- de
- fi
language_creators: []
license: []
multilinguality:
- multilingual
pretty_name: 'uganda_edu_gemma'
size_categories:
- 1K<n<10K
source_datasets:
- 'extended|https://huggingface.co/datasets/gimmy256/UgandaEdu-5K'
tags:
- adaption
- instruction-tuning
- academic-education
- how-to
- science
task_categories: []
task_ids: []
---


This dataset is a remastered version of this [dataset](https://huggingface.co/datasets/gimmy256/UgandaEdu-5K) prepared using [Adaption's](https://adaptionlabs.ai/app/auth) Adaptive Data platform.

# uganda_edu_gemma

This dataset contains educational prompts and completions in English and Luganda tailored for the Ugandan curriculum, covering primary school lesson plans, vocational training steps, and science question-answering. Designed for the ElimuAI assistant, it addresses resource-constrained classroom environments with practical teaching strategies and local context. The content aligns with NCDC syllabuses and UBTEB vocational frameworks to support teachers and out-of-school youth.

### Dataset size

There are 1,287 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 10.0%.

### Domain
- Academic-education (40%)
- How-to (24%)
- Science (14%)

### Language
- English (82%)
- German (6%)
- Finnish (4%)

### Tone
- Practical (46%)
- Educational (20%)
- Informative (16%)

### Evaluation Results

- **Quality Gains:**
<img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/6304c845-a5d0-4d27-976c-0714715c6e9a.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/eafb728e-c03e-40e4-b233-b751653fa5d4.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/7d735555-f95e-4553-bd45-39fd57150039.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />