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Many small perf improvements, add Gemma 4 family Qwen 3.5+ family, vision and audio - #356

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Many small perf improvements, add Gemma 4 family Qwen 3.5+ family, vision and audio#356
flukejones wants to merge 41 commits into
oxiglade:mainfrom
flukejones:main

feat(mlx-lm-convert): gemma4_unified rewriter (gemma-4-12B)

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