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Evaluate base model once across tests

Implements caching mechanism to reduce test times by avoiding redundant
base model evaluations when multiple tests use the same configuration.
Cache is stored in memory during test session and automatically cleared
when the process exits.

Signed-off-by: Rahul Tuli <rtuli@redhat.com>
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github-actions bot commented Oct 3, 2025

👋 Hi! Thank you for contributing to llm-compressor. Please add the ready label when the PR is ready for review.

Note: This is required to complete the testing suite, please only add the label once the PR is code complete and local testing has been performed.

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