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Add analyze_weights API for per-layer weight-entry distribution fitting#357

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Add analyze_weights API for per-layer weight-entry distribution fitting#357
charlesmartin14 wants to merge 2 commits into
masterfrom
codex/task-title

Add finite-sample lognormal self-averaging diagnostic to analyze_weights

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