#!/bin/bash # SPDX-FileCopyrightText: Copyright (c) 2025-2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved. # SPDX-License-Identifier: Apache-2.0 set -e trap 'echo Cleaning up...; kill 0' EXIT # Common configuration MODEL="Qwen/Qwen3-30B-A3B" HTTP_PORT="${DYN_HTTP_PORT:-8000}" SCRIPT_DIR="$(dirname "$(readlink -f "$0")")" source "$SCRIPT_DIR/../../../common/launch_utils.sh" print_launch_banner "Launching Data Parallel / Expert Parallelism (4 GPUs)" "$MODEL" "$HTTP_PORT" # run ingress # dynamo.frontend accepts either --http-port flag or DYN_HTTP_PORT env var (defaults to 8000) python -m dynamo.frontend --router-mode kv & # Data Parallel Attention / Expert Parallelism # Routing to DP workers managed by Dynamo # Chose Qwen3-30B because its a small MOE that can fit on smaller GPUs (L40S for example) # --enforce-eager is added for quick deployment. for production use, need to remove this flag VLLM_NIXL_SIDE_CHANNEL_PORT=20096 \ python3 -m dynamo.vllm \ --model Qwen/Qwen3-30B-A3B \ --data-parallel-hybrid-lb \ --data-parallel-size 4 \ --data-parallel-size-local 4 \ --data-parallel-start-rank 0 \ --enable-expert-parallel \ --enforce-eager \ --kv-events-config "{\"publisher\":\"zmq\",\"topic\":\"kv-events\",\"endpoint\":\"tcp://*:20080\",\"enable_kv_cache_events\":true}" & echo "All workers starting. (press Ctrl+C to stop)..." # Exit on first worker failure; kill 0 in the EXIT trap tears down the rest wait_any_exit