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;" />