GLM 5.2 orchestrates, DeepSeek V4 Flash executes
How to design multi-model systems where one open LLM plans, another executes, and the context they hand each other stays efficient.
5 posts
How to design multi-model systems where one open LLM plans, another executes, and the context they hand each other stays efficient.
GLM 5.2, the 744B MIT open model, now runs on Helmcode's European infrastructure with zero logs and a flat rate of 150 euros a month.
117 billion tokens, 3.68 million requests, 21 countries, and 99.98% uptime. NaN is a community of builders with its own inference infrastructure and a private platform to deploy apps and agents.
In this post we'll learn what parameters and quantization are, so we can figure out how much space AI models take up.
In this post I'll walk you through how the community's inference servers are set up: the hardware we use, the stack we run, and the models we serve.
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