HSC Biology Bangla Dataset: 10,000 Instruction Pairs on Plant Physiology

Hsc Biology Bangla Dataset is a collection of 10,000 instruction-response pairs generated from the Higher Secondary Certificate Biology curriculum. The dataset focuses on Plant Physiology and was created by author 3amthoughts, with a last recorded update in 2026.

Use Cases

• Train instruction-following language models based on the described 10,000 instruction-response pairs.
• Fine-tune question-answering systems for Bengali STEM education using curriculum-derived content.
• Develop educational chatbots for HSC Biology students based on the plant physiology focus.
• Benchmark NLP model performance on native Bengali scientific text.
• Create synthetic training data for other Bengali educational domains based on the described generation method.

Strengths

• Contains 10,000 instruction-response pairs, providing a substantial corpus for training.
• Focuses on a specific, high-demand educational domain (Plant Physiology) within the HSC curriculum.
• Targets a native language (Bengali) that is underrepresented in many NLP resources.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

3amthoughts

Collection Method

Meticulously generated from core HSC (Higher Secondary Certificate) Biology curriculum content.

Freshness

Last updated 2026-06-11 21:29:59; freshness should be verified.

Geography

Likely Bangladesh, given the focus on the Bangladeshi HSC curriculum.