NtwaliEliel/AfroEntraMentor-LM

An AI Entrepreneurship Mentor for African Youth # 🌍 AfriMentor-LM: AI Entrepreneurship Mentor for African Youth **Domain-Specific LLM Fine-tuned for African Entrepreneurship Mentorship** AfriMentor-LM is a specialized AI assistant built by fine-tuning TinyLlama-1.1B using LoRA (Low-Rank Adaptation) on a custom dataset of 2,000 entrepreneurship Q&A pairs focused on African markets. The model provides contextual, actionable advice for young entrepreneurs across Nigeria, Kenya, Ghana, South Africa, Rwanda, Uganda, Tanzania, and Ethiopia. --- ## 🎯 Project Overview ### Problem Statement Young African entrepreneurs face unique challenges: - Limited access to experienced mentors - Context-specific advice (mobile money, local regulations, market dynamics) - Resource constraints requiring bootstrapping strategies - Need for Africa-specific business models ### Solution A fine-tuned language model that: - Provides 24/7 entrepreneurship mentorship - Understands African market context - Offers practical, actionable advice - Runs efficiently on free Google Colab GPU --- ## 📊 Dataset ### Composition - **Total Examples**: 2,000 instruction-response pairs - **Format**: Instruction-following (question-answer) - **Split**: 90% training (1,800), 10% validation (200) ### Topics Covered - Startup validation and customer discovery - Business models for low-capital environments - Bootstrapping strategies - Financial literacy and cash flow management - Scaling from 10 to 1000+ customers - Monetization and pricing strategies - Marketing on limited budgets - Team building and hiring - Funding and investor relations - Legal compliance and business registration ### Geographic Focus Nigeria, Kenya, Ghana, South Africa, Rwanda, Uganda, Tanzania, Ethiopia, Senegal, Côte d'Ivoire ### Sample Q&A **Question**: *"How can I validate my startup idea in Nigeria with a limited budget?"* **Response**: *"Start with customer interviews in your local community. Reach out to 20-30 potential customers through WhatsApp groups, local markets, o …