feat(examples): add richer evaluation metrics to advanced-pytorch#6713

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SalimELMARDI wants to merge 4 commits intoflwrlabs:mainfrom

SalimELMARDI:feat/advanced-pytorch-rich-metrics

Commits on Mar 7, 2026

feat(examples): add richer evaluation metrics to advanced-pytorch
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docs(examples): update advanced-pytorch README metrics description
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Commits on Mar 8, 2026

fix(examples): set eval mode and use per-example eval loss
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Commits on Mar 18, 2026

Merge branch 'main' into feat/advanced-pytorch-rich-metrics
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