3amthoughts/hsc-biology-bangla-dataset

🌿 HSC Biology Bangla Dataset (Plant Physiology)

The Ultimate Resource for Bengali STEM NLP

This dataset is a large-scale collection of 10,000 instruction-response pairs meticulously generated from core HSC (Higher Secondary Certificate) Biology curriculum content. It focuses specifically on Plant Physiology (উদ্ভিদ শারীরতত্ত্ব), one of the most significant chapters for Bangladeshi students and medical aspirants.

✨ Key Highlights

• —Native Language Support: Primarily focused on Bengali (Bangla) terminology used in academic textbooks.
• —Bilingual Context: Includes English scientific terms for better cross-lingual model performance.
• —High Volume: 10,000 unique rows scrubbed and cleaned for Supervised Fine-Tuning (SFT).
• —Academic Rigor: Covers Photosynthesis, C3/C4 cycles, Respiration, and Mineral Absorption.

🛠️ Data Structure

Each entry contains:

• —instruction: A query or task in Bengali or English based on biological concepts.
• —context: The specific section or topic from the HSC Biology syllabus.
• —response: A detailed, scientifically accurate answer in Bengali.

🏆 Credits & Curation

Curated and processed with ⚡ by 3amthoughts. This artifact was developed to bridge the gap in high-quality Bengali academic datasets for Large Language Models.

📖 Usage

Ideal for training models to understand Bengali scientific context, academic Q&A bots for Bangladeshi students, or enhancing medical/botany domain knowledge in NLP.

Created by the 3amthoughts community.