Updated the docs of the python package as we now officially support passing attn_implementation too. (#11)

Completely overhauled the attention implementation. Using the existing Gemma-3 attention implementation rather than custom monkey-patched implementation. (#10)

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Added arXiv logo beside the paper name. (#5)

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