Awni Hannun f24edfa9dc [mlx-lm] Add precompiled normalizations (#451) ...

* add precompiled normalizations

* nits

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..

__init__.py

Mlx llm package (#301)

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base.py

Mlx llm package (#301)

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gemma.py

[mlx-lm] Add precompiled normalizations (#451)

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layers.py

[mlx-lm] Add precompiled normalizations (#451)

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llama.py

[mlx-lm] Add precompiled normalizations (#451)

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mixtral.py

[mlx-lm] Add precompiled normalizations (#451)

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olmo.py

[mlx-lm] Add precompiled normalizations (#451)

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phi.py

[mlx-lm] Add precompiled normalizations (#451)

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phixtral.py

[mlx-lm] Add precompiled normalizations (#451)

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plamo.py

[mlx-lm] Add precompiled normalizations (#451)

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qwen2.py

[mlx-lm] Add precompiled normalizations (#451)

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qwen.py

[mlx-lm] Add precompiled normalizations (#451)

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stablelm_epoch.py

[mlx-lm] Add precompiled normalizations (#451)

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