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Allow Int4WeightOnlyQuantizer to set different dtype for scales_and_zeros #2030

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Allow Int4WeightOnlyQuantizer to set different dtype for scales_and_zeros

Allow Int4WeightOnlyQuantizer to set different dtype for scales_and_zeros #2030

Run time

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Job Run time
test (CPU 2.2.2, linux.4xlarge, torch==2.2.2 --index-url https://download.pytorch.org/whl/cpu, cpu) / linux-job
4m 28s
test (CUDA 2.2.2, linux.g5.12xlarge.nvidia.gpu, torch==2.2.2, cuda, 12.1) / linux-job
15m 13s
test (CPU Nightly, linux.4xlarge, --pre torch --index-url https://download.pytorch.org/whl/nightl... / linux-job
5m 25s
test (CPU 2.3, linux.4xlarge, torch==2.3.0 --index-url https://download.pytorch.org/whl/cpu, cpu) / linux-job
4m 59s
test (CUDA 2.3, linux.g5.12xlarge.nvidia.gpu, torch==2.3.0, cuda, 12.1) / linux-job
16m 23s
test (CUDA Nightly, linux.g5.12xlarge.nvidia.gpu, --pre torch --index-url https://download.pytorc... / linux-job
31m 46s
1h 18m 14s