Lumen is an advanced AI research and inference platform designed for low-latency local execution and real-time telemetry. It combines a robust Hono and TypeScript orchestration layer with a native C++ inference core to provide a comprehensive experience for local model interaction.
Lumen was developed to bridge the functional gap between complex AI inference engines and user-focused research interfaces. By leveraging a high-performance backend architecture, the system provides researchers and developers with deep insights into model behavior. Users can monitor critical metrics such as KV-cache utilization and logit distributions in real time without sacrificing the speed or usability of the platform.
The platform features sophisticated real-time instrumentation that offers live visualization of system performance through entropy waveforms and memory allocation grids. Its modular pipeline architecture is designed to handle every stage of the inference process, from prompt interception and reasoning simulation to streaming token generation. The system is built on a native implementation of llama-server which has been specifically tuned for high-throughput execution on standard CPU hardware. Additionally, a persistent session registry allows for the long-term tracking of historical performance metrics and detailed session data.
The most efficient way to deploy Lumen on a local machine is by using Docker to ensure all system dependencies are correctly configured. To begin, you should clone the repository and navigate into the project directory. Once inside, you can build the container image using the provided configuration files. After the build process is complete, you can launch the platform and access the interface through your local browser at the designated port.
| Component | Technology | Role |
|---|---|---|
| Frontend Interface | Next.js 16 | React-based user interface with Tailwind CSS styling |
| Animation Core | Framer Motion | Smooth state transitions and real-time telemetry waveforms |
| Orchestration | Node.js & Hono | High-performance API proxy and session management |
| Inference Engine | Python 3.12 & FastAPI | Subprocess management and telemetry data pipelining |
| Inference Kernel | Native C++ | Low-level llama.cpp integration for CPU-optimized execution |
| Data Layer | SQLite | Persistent storage for session history and audit logs |
Lumen Core v1.0.0