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Offload LTX-2 text encoder to TorchAX and resolve lint issues

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[LTX-2] Run Gemma-3 Text Encoder natively in JAX via TorchAX #398

Offload LTX-2 text encoder to TorchAX and resolve lint issues
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Google CLA / cla/google succeeded May 6, 2026 in 8s

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d681d61 Author: @mbohlool <m***y​@google.com>

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