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NNX migration prep (3/N): TrainState, model creation, and end-to-end training loop #3500

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NNX: add TrainState, model creation utilities, and training loop support

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NNX migration prep (3/N): TrainState, model creation, and end-to-end training loop #3500

NNX: add TrainState, model creation utilities, and training loop support
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Google CLA / cla/google succeeded May 8, 2026 in 8s

✅ All contributors are covered under a CLA with Google

See https://cla.developers.google.com/ for more info about Google's Contributor License Agreement (CLA).

ℹ️ Googlers: Go here to view more details and manage scans for this pull request.

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The following contributors were found for this pull request:

✅ 49c966d Author: @ecnal-cienet <lan*****ng​@cienet.com>

(Only the first commit for a unique contributor is listed.)

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