Princecode/NIA_V8
Princecode/NIA_V8 is a 4 billion parameter conversational language model developed by ICONEDOR, specifically designed for the Burkina Faso context. It supports both French and Mooré languages, excels at long, multi-turn conversations, and is optimized for on-device, offline use with a small footprint (under 3GB). This model demonstrates strong memory capabilities over extended dialogues and provides culturally relevant information about Burkina Faso and Africa.
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NIA_V8: Burkina Faso's Sovereign AI
NIA_V8, developed by ICONEDOR, is a 4 billion parameter conversational AI model (Naabiga IA) specifically engineered for the Burkina Faso context. It stands out for its bilingual proficiency in French and Mooré, enabling natural and extended dialogues in both languages. A key differentiator is its optimization for on-device, offline operation, with GGUF files under 3GB, making it suitable for mobile phones.
Key Capabilities
- Bilingual Conversation: Fluent in French and Mooré, capable of identity recognition and translation between the two languages.
- Long-Term Memory: Demonstrates strong recall over multi-turn conversations (up to 12 turns in evaluations), remembering user-provided details.
- Culturally Relevant Knowledge: Provides factual information about Burkina Faso and Africa, presented without bias or condescension.
- Content Generation: Capable of drafting explanations, generating Python code, and composing professional messages.
- On-Device Performance: Designed to run efficiently offline on mobile devices.
Training and Limitations
The model was fine-tuned by ICONEDOR on 50,164 examples, including 10,207 multi-turn dialogues, with a focus on French and Mooré parallel pairs, and synthetic long-memory sessions. While strong in conversation and memory, NIA_V8 has limitations in multi-step arithmetic problems and approximations in Mooré-to-French idiomatic translations due to corpus constraints. Like other models of its size, it may occasionally err on precise facts or dates and does not perform online searches.
Good for
- Offline conversational applications in French and Mooré.
- Mobile-first AI solutions requiring a small footprint.
- Context-aware chatbots needing to maintain memory over long interactions.
- Generating text and code in a bilingual environment relevant to Burkina Faso.