Add int8 LUT CPU ops

[metascroy]

Adds op support for 1-4 bit LUT kernels (int8 multiple of FP32 scale).

[pytorch-bot]

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🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/ao/2026

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