AI & Open-Weights Self-Hosting
AI & Open-Weights Self-Hosting
Articles on open-weights and open-source AI models that enable engineering teams to host frontier-level models on their own sovereign infrastructure, eliminating vendor lock-in and enabling self-hosted deployment of large language models.
ai open weights self hosting3 days ago3 min
Can a 2.8-Trillion-Parameter Model Fit on AI Edge Infrastructure? Kimi K3’s Deployment Math
A deep dive into the architecture, quantization, and deployment realities of Moonshot AI's Kimi K3, examining how MXFP4 quantization and Stable LatentMoE impact API serving and self-hosting economics on ai edge infrastructure.
ai open weights self hostingJul 7, 20263 min
Z-AI's GLM-5.2: A Game-Changer for Sovereign AI Infrastructure
Z-AI's open-weights GLM-5.2 model outperforms GPT-5.5 in long-horizon coding benchmarks at 1/6th the cost, enabling engineering teams to host frontier-level AI on their own sovereign infrastructure.