#!/bin/bash # Start vLLM with MTP speculative decoding for the comparison experiment. set -e SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)" # shellcheck source=/dev/null source "${SCRIPT_DIR}/config.env" cd /data/user1/yy mkdir -p logs tmp VENV="${VENV_VLLM}" export PATH="$VENV/bin:$PATH" export PYTHONUNBUFFERED=1 export TMPDIR=/data/user1/yy/tmp export CUDA_VISIBLE_DEVICES="${CUDA_VISIBLE_DEVICES}" LOG="/data/user1/yy/logs/dsv4_h200_vllm_mtp_vs_default_mtp_$(date +%Y%m%d_%H%M%S).log" PID_FILE="/data/user1/yy/dsv4_h200_vllm_mtp_vs_default_mtp.pid" rm -f "$PID_FILE" echo "=== Starting vLLM+MTP server (TP=$TP, spec_method=$SPEC_METHOD, spec_tokens=$SPEC_TOKENS) ===" echo "Model: $MODEL_PATH" echo "Port: $MTP_PORT" echo "Log: $LOG" nohup vllm serve "$MODEL_PATH" \ --trust-remote-code \ --tensor-parallel-size "$TP" \ --kv-cache-dtype fp8 \ --max-model-len "$MAX_MODEL_LEN" \ --max-num-seqs "$MAX_NUM_SEQS" \ --block-size 256 \ --gpu-memory-utilization 0.90 \ --tokenizer-mode deepseek_v4 \ --reasoning-parser deepseek_v4 \ --speculative-config "{\"method\":\"mtp\",\"num_speculative_tokens\":$SPEC_TOKENS}" \ --no-disable-hybrid-kv-cache-manager \ --disable-uvicorn-access-log \ --port "$MTP_PORT" \ > "$LOG" 2>&1 & PID=$! echo $PID > "$PID_FILE" echo "PID: $PID" echo "Waiting for health..." for i in $(seq 1 240); do if curl --fail --silent --show-error --max-time 5 "http://127.0.0.1:${MTP_PORT}/health" >/dev/null 2>&1; then echo "vLLM+MTP server is ready at http://127.0.0.1:${MTP_PORT}" echo "Log: $LOG" exit 0 fi if ! kill -0 $PID 2>/dev/null; then echo "ERROR: vLLM+MTP server exited early" tail -200 "$LOG" exit 1 fi echo "Waiting... ($i/240)" sleep 5 done echo "ERROR: vLLM+MTP server not healthy after 240 retries" tail -200 "$LOG" exit 1