RunInfra

RunInfra simplifies deploying custom production APIs by translating plain language requests into optimized, ready-to-use services. Key features include: • Text-based deployment for production APIs • GPU benchmarking and optimization • Custom kernel generation for performance • Support for various open models and applications • Pay-per-use scaling to zero, with exportable stacks This platform excels at taking open-source models and applications—from speech processing and document search to vision tasks and model routing—and preparing them for real-world use. It meticulously benchmarks available GPUs, quantizes models for efficiency, and generates custom CUDA kernels to ensure superior performance and cost-effectiveness compared to standard hosting environments. Users describe their requirements in natural language, eliminating the need for complex dashboards or manual configurations. RunInfra is designed for developers, engineering teams, and researchers who need to deploy high-performance model-based services without the overhead of deep infrastructure management. It provides transparent optimization reports and exportable deployment kits, allowing teams to inspect and own their production stacks. Whether running managed services or self-hosting on private GPUs, it offers flexibility and control, ensuring efficient operation for critical applications.