• context window — The maximum amount of text a model can consider at once — its working memory for the current conversation or task.
• inference — Running a trained model to get answers — the phase where AI is actually used, as opposed to trained.

An openly licensed model sized to run on one GPU, benchmarked on MMLU-Pro and IFEval against peers with comparable VRAM needs, which lets teams keep inference in their own infrastructure instead of routing data to an external API.

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