INTeniola/Mentat-Lite

Mentat-Lite: On-Device, Zero-Network AI Exam Prep Tutor & Study Studio for African Students (ADTC 2026 Submission) # Mentat-Lite: Autonomous On-Device AI Exam Prep Tutor & Study Studio **An on-device, zero-network AI study studio & exam-prep tutor engineered for African students on commodity 8 GB laptops.** Devpost Submission • Technical Report (REPORT.md) • Model Metadata (metadata.json) --- ## 💡 Overview Over 2 million Nigerian students sit for high-stakes national examinations (**UTME/JAMB, WAEC, NECO**) every year under extreme constraints: expensive mobile data, unstable electricity, and low-spec 8 GB commodity laptops. **Mentat-Lite** is Africa's answer to cloud AI dependency. It brings frontier STEM reasoning directly to the student's desk—running **100% offline** on CPU with zero cloud calls, zero token subscriptions, and zero data leakage. ``` +-------------------------------------------------------------------------+ | MENTAT-LITE RUNTIME | +-------------------------------------------------------------------------+ | [ Electron Desktop Shell + React + TypeScript + KaTeX + Mermaid.js ] | | | | | (Zero-IPC Overhead Bridge) | | v | | [ node-llama-cpp Runtime (CPU OpenBLAS/ARM) ] | | | | | [ Grammar-Constrained JSON Decoding ] | | v | | [ Llama-3.2-3B-Instruct (GGUF Q4_K_M) — 3.2 GB Peak RSS ] | | + | | [ Local WAEC/JAMB 20-Year Exam Question Bank ] | +-------------------------------------------------------------------------+ ``` --- ## ⚡ Key Features * **🧠 Autonomous STEM Tutor:** Step-by-step mathematical calcula …