• attention — The mechanism that lets a model weigh which earlier words matter for the word it's currently processing — the core operation of a transformer.
• context window — The maximum amount of text a model can consider at once — its working memory for the current conversation or task.

ZGCM-1 is a fully open, efficiently trained 7B model built specifically for tool-using agentic search and math reasoning, giving practitioners an inspectable, smaller alternative to closed frontier models for these workloads.

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• article

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