Building Efficient AI Inference on NVIDIA Blackwell Platform

DeepInfra has optimized AI inference on the NVIDIA Blackwell platform, achieving up to 20x cost reductions by integrating Mixture of Experts (MoE) architectures and specific inference optimizations. The optimization stack combines hardware acceleration from NVIDIA Blackwell, the efficiency of open-weight MoE models, and DeepInfra's enhancements using NVIDIA TensorRT-LLM, which include speculative decoding and advanced memory management. This approach significantly reduces costs and enhances performance for applications like Latitude's AI Dungeon, which relies on real-time AI-generated narratives. Latitude benefits from fast, scalable model responses that improve player engagement, driven by the flexibility of open-weight models and the performance of DeepInfra's platform. This infrastructure supports a wide range of AI-native applications, allowing companies to select and deploy models tailored to specific needs without infrastructure constraints.