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Chore: Synchronize with upstream/main and verify JIT optimization logic

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Feat : Add DP-SGD Transformer example using Flax NNX API | Issue #120 #126

Chore: Synchronize with upstream/main and verify JIT optimization logic
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2206902 Author: @debanganghosh08 <primu**********cial​@gmail.com>

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