# Common configuration for the SGLang vs vLLM comparison on H200. # All values can be overridden via environment variables. EXPERIMENT="dsv4_h200_sglang_vs_vllm" MODEL_NAME="DeepSeek-V4-Flash" MODEL_PATH="/data/models/DeepSeek-V4-Flash" SERVED_MODEL_NAME="deepseek-v4-flash" # Ports must differ so both backends can be tested independently. SGLANG_PORT="${SGLANG_PORT:-30006}" VLLM_PORT="${VLLM_PORT:-30005}" # Virtual environments. VENV_SGLANG="${VENV_SGLANG:-/data/user1/yy/envs/sglang}" VENV_VLLM="${VENV_VLLM:-/data/user1/yy/envs/vllm}" # Hardware: use all 8 H200 cards for both backends. export CUDA_VISIBLE_DEVICES="0,1,2,3,4,5,6,7" TP=8 # Phase 1: short-context throughput (max_model_len 32k). # Each element: "concurrency input_len output_len num_prompts" # Following docs/EXPERIMENT_GUIDE.md: num_prompts = concurrency * 5. if [[ -z "${PHASE1_SCENARIOS:-}" ]]; then declare -a PHASE1_SCENARIOS=( "1 512 256 5" "32 512 256 160" "128 512 256 640" "1 4000 512 5" "32 4000 512 160" ) fi PHASE1_MAX_MODEL_LEN=32768 PHASE1_MAX_NUM_SEQS=256 PHASE1_MAX_RUNNING=256 # Phase 2: long context (max_model_len 210k to leave room for output + padding). # Exception to the 5x rule due to very long input lengths; kept at low counts. if [[ -z "${PHASE2_SCENARIOS:-}" ]]; then declare -a PHASE2_SCENARIOS=( "1 32768 1024 8" "1 65536 1024 4" "1 131072 1024 2" "1 200000 1024 1" ) fi PHASE2_MAX_MODEL_LEN=210000 PHASE2_MAX_NUM_SEQS=2 PHASE2_MAX_RUNNING=2 # ShareGPT dataset test (uses the same max_model_len as Phase 1). SHAREGPT_DATASET="${SHAREGPT_DATASET:-/data/user1/yy/datasets/ShareGPT_filtered_chat.json}" SHAREGPT_CONTEXT_LEN=32768 if [[ -z "${SHAREGPT_SCENARIOS:-}" ]]; then declare -a SHAREGPT_SCENARIOS=( "1 32768 256 5" "32 32768 256 160" ) fi # Benchmark client always runs from the sglang env so that the same # sglang.bench_serving version is used for both backends. VENV_CLIENT="${VENV_CLIENT:-$VENV_SGLANG}" # Server start scripts bundled with this experiment. SGLANG_START_SCRIPT="${SCRIPT_DIR:-.}/start_sglang.sh" VLLM_START_SCRIPT="${SCRIPT_DIR:-.}/start_vllm.sh"