Update doc AWQ quantization #2906

Job	Run time
build-and-push-docker-images	3m 38s
build-and-push-docker-images	31m 0s
build-and-test-cpp-aarch64 (openblas)	4m 28s
build-and-test-cpp-aarch64 (openblas)	4m 28s
build-and-test-cpp-x86_64 (ubuntu-20.04, mkl)	6m 32s
build-and-test-cpp-x86_64 (ubuntu-20.04, mkl)	6m 32s
build-and-test-cpp-x86_64 (ubuntu-20.04, dnnl)	6m 7s
build-and-test-cpp-x86_64 (ubuntu-20.04, dnnl)	6m 7s
build-python-wheels (ubuntu-20.04, auto64)	37m 58s
build-python-wheels (ubuntu-20.04, auto64)	37m 58s
check-python-style	9s
check-python-style	9s
build-python-wheels (windows-2019, auto64)	46m 39s
build-python-wheels (windows-2019, auto64)	46m 39s
build-python-wheels (ubuntu-20.04, aarch64)	1h 24m 19s
build-python-wheels (ubuntu-20.04, aarch64)	1h 24m 19s
build-python-wheels (macos-12, arm64)	9m 47s
build-python-wheels (macos-12, arm64)	9m 47s
build-and-deploy-docs	27s
build-and-deploy-docs	27s
test-python-wheels (ubuntu-20.04)	6m 43s
test-python-wheels (ubuntu-20.04)	6m 43s
test-python-wheels (windows-2019)	4m 19s
test-python-wheels (windows-2019)	4m 19s
publish-python-wheels-on-pypi	0s
publish-python-wheels-on-pypi	0s
	7h 29m 34s

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