Quantong Qiu 8beed2411f update 8k and 32k

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results/20260709-152419_matrix

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adaptive_config.env

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compare.py

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config.env

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generate_scenarios.py

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matrix.json

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README_adaptive_concurrency.md

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run_adaptive_concurrency_add16.sh

rewrite README, add new platform onboarding guide, fix broken scripts/common paths

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run_adaptive_concurrency.sh

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run_bench.sh

rewrite README, add new platform onboarding guide, fix broken scripts/common paths

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smoke_matrix.json

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start_vllm_docker.sh

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start_vllm_dp.sh

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