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docs: add AEGIS classifier GPU utilization note and release notes (Issue #878) - #1702

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Apr 6, 2026
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docs: add AEGIS classifier GPU utilization note and release notes (Issue #878)#1702
lbliii merged 2 commits into
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lbliii/docs-aegis-ray-878

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@lbliii lbliii commented Apr 1, 2026

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Adds documentation for confirmed full GPU utilization of the AEGIS safety classifier on multi-GPU setups (closes #878). Includes a performance note in the distributed classifier docs explaining that AEGIS uses the LlamaGuard-7b generative model, which is slower than encoder-based classifiers. Also adds a release notes entry under a new "Improvements" section for 26.04.

Checklist

  • I am familiar with the Contributing Guide.
  • New or Existing tests cover these changes.
  • The documentation is up to date with these changes.

…sue #878)

Document confirmed full GPU utilization for the AEGIS safety classifier
on multi-GPU setups and add performance expectations note about the
LlamaGuard-7b generative model being slower than encoder-based classifiers.

Signed-off-by: Lawrence Lane <llane@nvidia.com>
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Signed-off-by: Lawrence Lane <llane@nvidia.com>
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lbliii requested a review from a team as a code owner April 1, 2026 15:02
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lbliii requested review from oyilmaz-nvidia and removed request for a team April 1, 2026 15:02
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lbliii requested a review from sarahyurick April 6, 2026 17:56
@lbliii
lbliii merged commit b464d92 into 26.04-staging Apr 6, 2026
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