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Top 7 Model Serving Frameworks for Production ML in 2026

Top 7 Model Serving Frameworks for Production ML in 2026

For ML platform teams, infra engineers, and anyone deciding how to put trained models — especially LLMs — behind a production API: here's what changed in 2026, from CNCF adopting KServe as a standard to Baseten's $1.5 billion raise and Modular's acquisition of BentoML.
John Karpentar Roundups 13 min read
Z.ai's Open Model Chases Frontier for Pennies

Z.ai's Open Model Chases Frontier for Pennies

How GLM-5.3-Flash uses a new attention architecture to approach Claude Opus 4.8's coding scores at a fraction of the cost, fully open-weight.
John Karpentar AI 5 min read

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