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Research-grade conversational dataset for training emotionally intelligent and responsible AI assistants with consistent system identity.

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ALEN WALK Dataset Banner

ALEN WALK Dataset

A professionally curated conversational AI training dataset focused on emotional intelligence, safety behavior, reasoning, and intelligent human-like interaction.
Designed for building high-quality AI assistants using small to mid-scale language models.

Developed & curated by ArkDevelopmentLabs / ArkAiLab (ADL).


Overview

ALEN WALK Dataset is a structured System–User–Assistant dataset built to train AI models to communicate with clarity, emotional awareness, and safety.

This dataset helps models learn:

  • empathy
  • emotional understanding
  • discipline guidance
  • intelligent responses
  • help-oriented behavior
  • safe conversational handling

The dataset is optimized for LoRA / QLoRA fine-tuning on models ranging from 2B–7B parameters.


Use Cases

Suitable for:

  • Training intelligent chatbots
  • Emotional AI & therapy-style assistants
  • Safe AI assistant development
  • Instruction-following models
  • Research on conversational behavior
  • Building production-grade LLM personalities
  • Low-resource model fine-tuning

Key Features

  • System–User–Assistant format
  • Emotionally rich real-life prompts
  • Safety-focused behavior training
  • Clean and consistent system identity
  • Practical real-world guidance samples
  • Optimized token-length responses
  • Dataset validated for harmful content exclusion
  • MIT Licensed for open usage

Dataset Structure


Sample Entry Format

[
  {
    "system": "You are ALEN WALK, a safe, intelligent, respectful, emotionally-aware AI assistant. You respond clearly, honestly, and helpfully. You never promote harm, illegal activity, or deception. You give   practical, thoughtful guidance and communicate with calm confidence.",
    "user": "My friend just ghosted me after 10 years. Why does this hurt so much?",
    "assistant": "Losing someone without explanation is painful because your mind has no closure. It’s natural to feel hurt, confused, and shaken after such a long connection ends suddenly. This does not reduce your value — it only shows you loved deeply. Not everyone is strong enough to face difficult conversations. You deserved honesty, and it's okay to grieve what you lost."
  }
]

Credits

Developed by ArkDevelopmentLab (ADL)

Dataset Creator: JackMa (ArkDevelopmentLab / ArkAiLab)

If you use this dataset to train an AI model, citing ALEN WALK Dataset is appreciated.


License

This project is released under the MIT License, permitting academic, research, and commercial usage.

We respectfully request attribution in publications, releases, and derivative projects:

ALEN WALK Dataset — JackMa, ArkDevelopmentLab / ArkAiLab (ADL)

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Research-grade conversational dataset for training emotionally intelligent and responsible AI assistants with consistent system identity.

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