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--- |
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dataset_info: null |
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task_categories: |
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- text-generation |
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language: |
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- kk |
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- en |
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pretty_name: kaz-doctor-data |
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size_categories: |
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- 1K<n<10K |
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tags: |
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- medical |
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license: apache-2.0 |
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--- |
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# Dataset Card for "Kazakh-ChatDoctor-HealthCareMagic-10k" |
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[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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# 🏥 ChatDoctor HealthCareMagic QA Dataset (Kazakh-English) |
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This dataset contains medical question-answer pairs collected and translated for the purpose of building and fine-tuning multilingual medical assistant models, especially for the Kazakh language. |
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## 📚 Dataset Overview |
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| Field | Description | |
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|----------------|-----------------------------------------------------------------------------| |
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| `instruction` | Instruction to the model in English | |
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| `input` | User’s medical question or symptom description in English | |
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| `output` | Doctor’s answer to the question in English | |
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| `instruction_kk` | Instruction in Kazakh | |
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| `input_kk` | Medical query or symptom description translated into Kazakh | |
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| `output_kk` | Doctor’s response translated into Kazakh | |
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The data follows the common instruction-tuning format (`instruction`, `input`, `output`) and is designed for fine-tuning language models in a medical Q&A context. |
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--- |
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## ✨ Example |
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```CSV |
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{ |
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"instruction": "If you are a doctor, please answer the medical questions based on the patient's description.", |
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"input": "I woke up this morning feeling the whole room is spinning...", |
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"output": "Hi, Thank you for posting your query. The most likely cause is benign paroxysmal positional vertigo...", |
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"instruction_kk": "Егер сіз дәрігер болсаңыз, науқастың сипаттамасына негізделген медициналық сұрақтарға жауап беріңіз.", |
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"input_kk": "Мен бүгін таңертең ояндым, мен отырған кезде бүкіл бөлме айналып тұрғанын сездім...", |
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"output_kk": "Сәлем, сұрауыңызды жібергеніңіз үшін рахмет. Сіздің симптомдарыңыздың ең ықтимал себептері – пароксизмальды позициялық вертиго..." |
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} |
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``` |
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--- |
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## 📊 Statistics |
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- **Number of samples**: ~5,541 |
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- **Languages**: English, Kazakh |
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- **Use Case**: Instruction tuning, QLoRA, multilingual medical chatbots, low-resource model training |
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--- |
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## ✅ Intended Use |
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- Fine-tuning medical LLMs (e.g., LLaMA, Mistral) with Kazakh medical data |
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- Research in multilingual and low-resource medical NLP |
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- Evaluation of machine translation quality in healthcare domain |
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--- |
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## ⚠️ Disclaimer |
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This dataset is intended for research purposes only. It is **not a substitute for professional medical advice**, diagnosis, or treatment. Always consult a qualified healthcare provider with any medical questions. |
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--- |
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## 📄 License |
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Apache 2.0 |
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https://github.com/huggingface/datasets/blob/main/LICENSE |
