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adding kv_cache quantization #2378

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adding kv_cache quantization

adding kv_cache quantization #2378

Run time

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Job Run time
test (CPU 2.3, linux.4xlarge, torch==2.3.0 --index-url https://download.pytorch.org/whl/cpu, cpu) / linux-job
5m 53s
test (CPU 2.2.2, linux.4xlarge, torch==2.2.2 --index-url https://download.pytorch.org/whl/cpu "nu... / linux-job
4m 22s
test (CPU Nightly, linux.4xlarge, --pre torch==2.5.0.dev20240728 --index-url https://download.pyt... / linux-job
7m 31s
test (CUDA 2.2.2, linux.g5.12xlarge.nvidia.gpu, torch==2.2.2 "numpy<2" , cuda, 12.1) / linux-job
14m 48s
test (CUDA 2.3, linux.g5.12xlarge.nvidia.gpu, torch==2.3.0, cuda, 12.1) / linux-job
16m 50s
test (CUDA Nightly, linux.g5.12xlarge.nvidia.gpu, --pre torch==2.5.0.dev20240728+cu121 --index-ur... / linux-job
36m 2s
1h 25m 26s