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Evaluating self-hosted models

Compare control with the full operating responsibility.

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The idea

Compare control with the full operating responsibility.

Classroom example

A school test should include peak class load, an unavailable model server, a backup restore, and a model update—not only a successful prompt.

Try this next

Use this checklist for evaluating self-hosted models.

  • Estimate hardware and staff time
  • Test recovery and updates
  • Define provider fallback or downtime behavior
Keep exploring

A useful next step.

From objective to review

Classroom AI playbook

Build one useful classroom routine, teach it clearly, and improve it from observed work.

Set the conditions for classroom AI

Teacher controls

Choose class instructions, model access, shared skills, and the conversations you need to review.

Narrow access and explicit ownership

Security and privacy

Protect school information with tenant boundaries, role-based review, and deliberate operations.

Need a hand? support@narb.cc

Put learning first

More questions.
More chances to understand.

Bring AI into your school with a clear role for students, teachers and the people supporting them.

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Evaluating self-hosted models — Nexus