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Update EmbeddingGemma to support optional final L2 normalization

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Add final L2 normalization option and update README for Embedding Gemma-300M #931

Update EmbeddingGemma to support optional final L2 normalization
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Google CLA / cla/google succeeded Feb 7, 2026 in 7s

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The following contributors were found for this pull request:

5f82baf Author: @kamalkraj <kam*****97​@gmail.com>

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