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[RFC] Reduce nf4 quant mem #1554

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[RFC] Reduce nf4 quant mem

[RFC] Reduce nf4 quant mem #1554

Run time

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Job Run time
test (CPU Nightly, linux.4xlarge, --pre torch --index-url https://download.pytorch.org/whl/nightl... / linux-job
3m 4s
test (CPU 2.3, linux.4xlarge, torch==2.3.0 --index-url https://download.pytorch.org/whl/cpu, cpu) / linux-job
3m 1s
test (CPU 2.2.2, linux.4xlarge, torch==2.2.2 --index-url https://download.pytorch.org/whl/cpu, cpu) / linux-job
3m 0s
test (CUDA 2.3, linux.g5.12xlarge.nvidia.gpu, torch==2.3.0, cuda, 12.1) / linux-job
8m 34s
test (CUDA Nightly, linux.g5.12xlarge.nvidia.gpu, --pre torch==2.4.0.dev20240603+cu121 --index-ur... / linux-job
8m 42s
test (CUDA 2.2.2, linux.g5.12xlarge.nvidia.gpu, torch==2.2.2, cuda, 12.1) / linux-job
7m 57s
34m 18s