Datasetpublic

nassimjp/pashto-mental-health-counseling-3k

🧠 Pashto Mental Health Counseling 3K This dataset is a specialized collection of 3,000 conversational pairs focused on mental health counseling, translated and culturally adapted into Pashto. It is designed to train LLMs to provide empathetic, supportive, and culturally relevant responses in a therapeutic context. 🌟 Overview Mental health resources in Pashto are scarce. This dataset aims to bridge that gap by providing high-quality counseling dialogues. Each… See the full description on the dataset page: https://huggingface.co/datasets/nassimjp/pashto-mental-health-counseling-3k.

sourceHugging Faceapache-2.0updated 5mo agoView on Hugging Face

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Dataset Card

🧠 Pashto Mental Health Counseling 3K

This dataset is a specialized collection of 3,000 conversational pairs focused on mental health counseling, translated and culturally adapted into Pashto. It is designed to train LLMs to provide empathetic, supportive, and culturally relevant responses in a therapeutic context.

🌟 Overview

Mental health resources in Pashto are scarce. This dataset aims to bridge that gap by providing high-quality counseling dialogues. Each entry mimics a conversation between a "User" seeking help and a "Counselor" providing support.

—Total Samples: 3,000+
—Source: Amod/mental_health_counseling_conversations
—Goal: Improving Pashto LLM empathy and mental health awareness.

📊 Data Structure

The dataset follows a simple instruction-response format, ideal for SFT (Supervised Fine-Tuning):

Field	Description
`instruction`	The user's concern or mental health question in Pashto.
`thought`	Contextual anchor: "د رواني روغتیا او مشورې ځواب" (Mental Health Counseling Response).
`assistant`	The counselor's empathetic and professional response in Pashto.
`original_en`	The original English dialogue for reference.

Example Entry:

json

{
  "instruction": "زه په دې وروستیو کې ډېر بې حوصلې یم او خوب مې نه راځي، څه وکړم؟",
  "thought": "د رواني روغتیا او مشورې ځواب",
  "assistant": "دا ډېره مهمه ده چې تاسو د خپلو احساساتو په اړه خبرې کوئ. بې حوصلې توب او بې خوبي د فشار نښې کیدی شي. هڅه وکړئ چې د خوب یو منظم مهالویش جوړ کړئ او که ستونزه دوام لري، د یو متخصص سره مشوره وکړئ.",
  "original_en": "I've been feeling very restless lately and can't sleep, what should I do?"
}

🚀 How to Use

Loading via Datasets Library

python

from datasets import load_dataset

dataset = load_dataset("nassimjp/pashto-mental-health-counseling-3k")
print(dataset["train"][0])

🛠 Project Context

This dataset is part of the iPashto.ai initiative to create a full suite of specialized Pashto datasets for advanced AI training. It serves as a core component for models like Baran and Roshan.

—Developer: Nassim Nasibullah (nassimjp)
—Project: iPashto.ai
—Location: Saitama, Japan 🇯🇵

⚠️ Disclaimer

This dataset is for research and AI training purposes only. It is not a substitute for professional medical advice, diagnosis, or treatment. Always seek the advice of a qualified health provider with any questions you may have regarding a medical condition.

📜 License

Licensed under the Apache License 2.0.