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kamruzzaman-asif/bangla-instruction-dataset

🧠 Bangla Instruction Dataset This dataset repository consolidates high-quality instruction-tuning data from multiple popular sources, structured for easy use in training and evaluating instruction-following models. 📚 Dataset Splits The dataset is organized into the following splits: Split Name Source Dataset Description OdiaGenAI OdiaGenAI/all_combined_bengali_252k A large-scale collection of diverse Bangla instructions and responses. chrononeel… See the full description on the dataset page: https://huggingface.co/datasets/kamruzzaman-asif/bangla-instruction-dataset.

sourceHugging Faceapache-2.0updated 1y agoView on Hugging Face

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🧠 Bangla Instruction Dataset

This dataset repository consolidates high-quality instruction-tuning data from multiple popular sources, structured for easy use in training and evaluating instruction-following models.

📚 Dataset Splits

The dataset is organized into the following splits:

Split Name	Source Dataset	Description
`OdiaGenAI`	OdiaGenAI/all_combined_bengali_252k	A large-scale collection of diverse Bangla instructions and responses.
`chrononeel`	chrononeel/alpaca-bangla_domain_classification	Bangla instructions tailored for domain classification tasks.
`naturalInstruction`	intelsense/natural-instruction-bangla	A Bangla version of Natural Instructions for multitask learning.
`QApari`	rasheduzzaman/Bangla_question_answer_pair_70K_dataset	High-quality QA pairs in Bangla for instruction-style prompting.
`SentNOB`	meherajj/SentNOB_with_bangla_instruction	Sentiment classification with Bangla instructions.
`RQA`	sartajekram/BanglaRQA	Reading comprehension and reasoning-based QA in Bangla.

Each example in the dataset is standardized into the following Alpaca format:

json

{
  "instruction": "...",  // The instruction/task to perform
  "input": "...",        // Optional context or input
  "output": "..."        // The expected completion or answer
}

📦 Usage

You can load the dataset using the Hugging Face datasets library:

python

from datasets import load_dataset

dataset = load_dataset("kamruzzaman-asif/bangla-instruction-dataset", split="OdiaGenAI")  # or 'naturalInstruction', 'RQA', etc.

📄 License

This dataset is a compilation of publicly available Bangla instruction datasets. Please ensure compliance with the licenses of the original datasets before using this collection for commercial purposes: