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--- |
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dataset_info: |
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features: |
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- name: conversations |
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list: |
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- name: from |
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dtype: string |
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- name: value |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 328319793 |
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num_examples: 176999 |
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download_size: 164159896 |
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dataset_size: 328319793 |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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language: |
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- sn |
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license: apache-2.0 |
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task_categories: |
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- text-generation |
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- question-answering |
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pretty_name: Code-170k-shona |
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size_categories: |
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- 100K<n<1M |
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tags: |
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- code |
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- programming |
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- sn |
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- shona |
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- african-languages |
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- low-resource |
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- multilingual |
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- instruction-tuning |
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--- |
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## Dataset Description |
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**Code-170k-shona** is a groundbreaking dataset containing 176,999 programming conversations, originally sourced from [glaiveai/glaive-code-assistant-v2](https://huggingface.co/datasets/glaiveai/glaive-code-assistant) and translated into Shona, making coding education accessible to Shona speakers. |
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### 🌟 Key Features |
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- **176,999 high-quality conversations** about programming and coding |
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- **Pure Shona language** - democratizing coding education |
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- **Multi-turn dialogues** covering various programming concepts |
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- **Diverse topics**: algorithms, data structures, debugging, best practices, and more |
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- **Ready for instruction tuning** of Large Language Models |
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### 🎯 Use Cases |
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- Training Shona-language coding assistants |
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- Building educational tools for Shona developers |
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- Researching multilingual code generation |
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- Creating programming tutorials in Shona |
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- Supporting low-resource language AI development |
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## Dataset Structure |
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### Data Fields |
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- `conversations`: A list of conversation turns, where each turn contains: |
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- `from`: The speaker (`"human"` or `"gpt"`) |
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- `value`: The message content in Shona |
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### Example |
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```python |
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{ |
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"conversations": [ |
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{ |
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"from": "human", |
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"value": "[Question in Shona]" |
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}, |
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{ |
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"from": "gpt", |
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"value": "[Answer in Shona]" |
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} |
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] |
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} |
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``` |
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## Usage |
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### Loading the Dataset |
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```python |
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from datasets import load_dataset |
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# Load the dataset |
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dataset = load_dataset("michsethowusu/Code-170k-shona") |
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# Access training data |
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train_data = dataset['train'] |
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# Example: Print first conversation |
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for turn in train_data[0]['conversations']: |
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print(f"{turn['from']}: {turn['value']}") |
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``` |
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## Citation |
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```bibtex |
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@dataset{code170k_shona, |
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title={Code-170k-shona: Programming Conversations in Shona}, |
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year={2025}, |
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publisher={Hugging Face}, |
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url={https://huggingface.co/datasets/michsethowusu/Code-170k-shona} |
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} |
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``` |
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## License |
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This dataset is released under the Apache 2.0 License. |
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--- |
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**Thank you** for using Code-170k-shona to advance programming education in Shona! 🌍✨ |
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