docs(recipe): omit optional AutoQuant README

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Unit tests on: pull_request 19

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multi-version (unit-3.10(torch_214, tf_latest), 3.10)

multi-version (unit-3.11(torch_214, tf_latest), 3.11)

multi-version (unit-3.13(torch_214, tf_latest), 3.13)

multi-version (unit-3.14(torch_214, tf_latest), 3.14)

multi-version (unit-3.12(torch_28, tf_latest), 3.12)

multi-version (unit-3.12(torch_29, tf_latest), 3.12)

multi-version (unit-3.12(torch_210, tf_latest), 3.12)

multi-version (unit-3.12(torch_211, tf_latest), 3.12)

multi-version (unit-3.12(torch_212, tf_latest), 3.12)

multi-version (unit-3.12(torch_213, tf_latest), 3.12)

multi-version (unit-3.12(torch_214, tf_min), 3.12)

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Docs on: pull_request 2

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GPU tests on: push 3

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gpu-tests (gpu, 60, nvcr.io/nvidia/pytorch:26.05-py3)

gpu-tests (gpu_megatron, 60, nvcr.io/nvidia/nemo:26.08)

gpu-tests (gpu_trtllm, 15, nvcr.io/nvidia/tensorrt-llm/release:1.3.0rc20)

gpu-tests (gpu_vllm, 15, docker.io/vllm/vllm-openai:v0.30.0)

gpu-tests (gpu_vllm, 15, docker.io/vllm/vllm-openai:v0.20.0)

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Regression tests on: push 2

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Example tests on: push 2

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torch (llm_distill) / run-test

torch (llm_qat) / run-test

torch (llm_sparsity) / run-test

torch (specdec_bench) / run-test

torch (speculative_decoding) / run-test

vllm (vllm_serve) / run-test

trtllm (gpt-oss) / run-test

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megatron / run-test

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Docs on: pull_request 2

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