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docs(gpu): document class catalog and tenant selection - #795

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Aleksei Sviridkin (lexfrei) wants to merge 1 commit into
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docs/gpu-class-catalog
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Aleksei Sviridkin (lexfrei) wants to merge 1 commit into
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This documents the hoster's GPU catalog and how tenants select its offers. It covers GPUClass inputs, VMInstance and KubernetesNodes class entries, and raw resource-name compatibility. Counts are explained per VM and per worker.

The examples use synthetic models and resource names. Catalog entries do not configure hardware or reserve capacity. Guest image preparation remains a separate prerequisite, linked to the accepted licensing contract. WorkerClass configuration is outside this change.

Related to #784.

Separate hoster GPU offers from application resource requests. Explain
class inputs, per-worker counts and raw-name compatibility without
implying that catalog entries configure hardware or reserve capacity.

Assisted-by: LLM
Signed-off-by: Aleksei Sviridkin <f@lex.la>
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