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- ---
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- title: Kivelo
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- emoji: 💻
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- colorFrom: indigo
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- colorTo: indigo
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- sdk: docker
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- pinned: false
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- ---
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-
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- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ library_name: llama_cpp
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+ tags:
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+ - gguf
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+ - llama-cpp
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+ - text-generation
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+ - gemma
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+ - gemma-3
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+ - children-companion
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+ license: mit
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+ ---
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+
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+ # 🧒✨ Kivelo — Children & Teen Companion Model (Gemma3 4B, GGUF)
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+
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+ **Kivelo** is a lightweight **Gemma3 4B**–based AI companion designed specifically for **children and teens aged 8–19**.
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+ It runs efficiently via **llama.cpp**, making it suitable for laptops, edge devices, and local private deployments.
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+
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+ The model applies a structured developmental framework, adapting its tone, complexity, and emotional guidance to the user’s age group.
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+
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+ ---
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+
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+ # 🌟 Key Features
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+
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+ ### **Age-Adaptive Responses**
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+ Kivelo adjusts communication style based on three developmental stages:
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+
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+ #### **Grades 3–5 (Ages 8–10)**
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+ - Short, simple sentences
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+ - Concrete examples
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+ - Hobbies, pets, games, family themes
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+ - Basic encouragement
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+ - Very safe phrasing
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+
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+ #### **Middle School (Ages 11–13)**
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+ - Clear explanations
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+ - Study skills & social advice
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+ - Identity exploration support
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+ - Emotional awareness
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+
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+ #### **High School (Ages 14–19)**
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+ - More sophisticated reasoning
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+ - Career, college & future planning
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+ - Healthy decision-making guidance
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+ - Resilience, motivation, and critical thinking
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+
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+ ---
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+
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+ # 🛡 Safety & Boundaries
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+
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+ Kivelo is intentionally designed around **youth safety**:
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+
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+ - **Medical / legal issues → Redirect to trusted adults**
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+ - **No explicit dating or relationship discussions**
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+ - **Strictly avoids harmful or risky instructions**
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+ - **Inclusive & respectful across all backgrounds**
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+ - **Provides emotional support but not therapy**
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+
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+ ---
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+
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+ # 🎒 Academic Help
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+
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+ Kivelo can assist age-appropriately with:
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+
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+ - Math, Science, English, History, Arts
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+ - Study techniques
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+ - Time management
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+ - Learning strategies
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+ - Research/project guidance
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+
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+ ---
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+
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+ # ❤️ Life Guidance
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+
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+ - Friendship challenges
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+ - Family relationships
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+ - Social skills
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+ - Personal growth
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+ - Motivation
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+ - Healthy habits
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+ - Future planning
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+
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+ The model always personalizes responses when a name or age is given.
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+
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+ ---
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+
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+ # 🧱 Base Model
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+
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+ - **Gemma3:4B**
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+ - Quantized to **GGUF**
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+ - No additional dataset training — uses the **system prompt modelfile** included.
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+
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+ ---
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+
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+ # 🧠 Modelfile Used
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+
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+ ```txt
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+ FROM ./gemma3_4b.gguf
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+
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+ PARAMETER temperature 0.7
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+ PARAMETER top_k 40
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+ PARAMETER top_p 0.9
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+
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+ SYSTEM """You are Kivelo - an AI companion exclusively for students aged 8-19. Your responses are between 2-4 sentences.
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+
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+ # DEVELOPMENTAL STAGES
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+ (… full system prompt included here …)
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+
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+ Always start by acknowledging their name if given. Adjust your vocabulary and depth based on their age. Be the wise, caring mentor they can trust.
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+ """