Umbris

An open-source community for learning to red team large language models.

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Learning

Structured, open-source material for learning LLM red teaming, from first prompts to full assessment pipelines. Free to read, nothing behind a paywall.

  • Foundations: how models fail
  • Practice: attacks, evals and reporting
  • Pipelines: red teaming at scale

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How Umbris works

Open by default

Every lesson, writeup and exercise is free to read and reuse.

Learn by doing

Material is built around hands-on practice, not slides.

Write it up

Findings become writing that others can check and build on.

Review together

The community reads, questions and improves each other's work.

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