KiriLabs/Naija-Moonshine-v1-Base
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AI & ML interests
Pioneering the efficiency frontier of Artificial Intelligence through Small Language Models (SLMs), Hierarchical Cognitive Architectures, and TinyML. Kiri Research Labs rejects the premise that intelligence requires massive scale; instead, we engineer compute-optimal systems and adaptive tokenizers designed to deliver high-reasoning performance on edge hardware and low-resource infrastructure.
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Kiri Research Labs
Smart. Small. Scalable.
The Efficiency Frontier of Artificial Intelligence.
📡 The Mission: Intelligence Scalable to Zero
Kiri Research Labs is an applied AI research entity focused on TinyML and Hierarchical Architectures. We build the infrastructure for "Intelligence on the Edge"—ensuring that advanced reasoning capabilities are accessible without industrial-scale compute.
Our work bridges the gap between massive foundation models and the practical reality of deployment in low-latency, resource-constrained environments.
🧪 Research Vectors
| Focus Area | Description |
|---|---|
| 🧩 TinyML & SLMs | Engineering high-fidelity Small Language Models (0.5B - 3B) via quantization, pruning, and knowledge distillation. We prove that size is not the only metric for intelligence. |
| 🏗️ Hierarchical Architectures | Developing "Manager-Worker" cognitive topologies. Instead of one massive model, we utilize specialized routing networks to decompose complex tasks into efficient sub-routines. |
| 🗣️ Naija Voice & Linguistics | Building the acoustic bedrock for African AI. We create adaptive tokenizers and datasets for tonal languages (Igbo, Yoruba, Pidgin) to ensure cultural nuance is native, not an afterthought. |
"We do not just train models; we engineer cognitive structures."
© 2026 Kiri Research Labs • Enugu, Nigeria