Custom Language Models

Fine-tuned for education, creativity, and enterprise applications

Overview

At SuNaAI Lab, we're developing custom LLMs fine-tuned for real-world domains such as education, personalized tutoring, structured feedback, and enterprise applications.

Our models are lightweight, explainable, and built with alignment and efficiency in mind.

Available Soon

Our specialized models are in development and will be launching soon

SuNaAI-CultureGraph-8B

🚧 Fine-tuning

Type:World Culture & History model with hierarchical drill-down

Base:LLaMA 3.1-8B

Use Case:Cultural exploration, civilization comparison, storytelling

Launch:Sep 15, 2025

SuNaAI-Instruct-7B

🚧 Fine-tuning

Type:General-purpose instruction model

Base:LLaMA 3–8B

Use Case:Academic Q&A, RAG agents, content summarization

Launch:Oct 2025

SuNaAI-Tutor-7B

📊 Dataset prep

Type:Socratic tutor with step-by-step reasoning

Base:Qwen2–7B

Use Case:Adaptive learning, personalized tutoring

Launch:Nov 2025

SuNaAI-Code-7B

🧪 Planned

Type:Lightweight coding assistant

Base:Code LLaMA or DeepSeek-Coder

Use Case:Python + Web dev + Data science notebooks

Launch:TBD

SuNaAI-Mini-1.3B

🧪 Exploring

Type:On-device small model for edge apps

Base:Phi-2 or TinyLlama

Use Case:AR apps, mobile agents, offline inference

Launch:TBD

Model Specifications

Detailed technical specifications for power users and developers

Model Name	Base Model	Params	Domain	Target Use	Status
SuNaAI-CultureGraph-8B	LLaMA 3.1-8B	8B	Culture/History	Education, Research	Fine-tuning
SuNaAI-Instruct-7B	LLaMA 3–8B	7B	General Q&A	ProfAI, StudyBots	Fine-tuning
SuNaAI-Tutor-7B	Qwen2–7B	7B	EdTech	Socratic feedback	Dataset prep
SuNaAI-Code-7B	Code LLaMA	7B	Code/NLP	Dev assist	Planned
SuNaAI-Mini-1.3B	Phi-2 / TinyL	1.3B	Edge/Offline	Mobile, AR agents	Exploring

🚀 Future Roadmap

We're actively building the SuNaAI model ecosystem — including model registry, live demos, and developer integrations.

🔗Public API access to SuNaAI LLMs

🤖Open-source LoRA adapters on Hugging Face

🧪Live playgrounds for interactive testing

🚀LoRA upload & fine-tuning as a service (Beta: Dec 2025)

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