#!/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 # Set deterministic hash for KV event IDs export PYTHONHASHSEED=0 SCRIPT_DIR="$(dirname "$(readlink -f "$0")")" source "$SCRIPT_DIR/../../../common/launch_utils.sh" # Common configuration MODEL="Qwen/Qwen3-0.6B" HTTP_PORT="${DYN_HTTP_PORT:-8000}" print_launch_banner "Launching Aggregated + KVBM + KV Routing (2 GPUs)" "$MODEL" "$HTTP_PORT" # run frontend + KV router # dynamo.frontend accepts either --http-port flag or DYN_HTTP_PORT env var (defaults to 8000) python -m dynamo.frontend \ --router-mode kv \ --router-reset-states & # run workers with KVBM enabled # --enforce-eager is added for quick deployment. for production use, need to remove this flag # Each worker needs unique ZMQ ports to avoid KVBM coordination conflicts # TODO: use build_vllm_gpu_mem_args to measure VRAM instead of hardcoded fractions DYN_KVBM_LEADER_ZMQ_PUB_PORT=56001 \ DYN_KVBM_LEADER_ZMQ_ACK_PORT=56002 \ CUDA_VISIBLE_DEVICES=0 DYN_KVBM_CPU_CACHE_GB=2 \ python3 -m dynamo.vllm \ --model $MODEL \ --enforce-eager \ --kv-transfer-config '{"kv_connector":"DynamoConnector","kv_connector_module_path":"kvbm.vllm_integration.connector","kv_role":"kv_both"}' \ --gpu-memory-utilization 0.4 \ --kv-events-config '{"publisher":"zmq","topic":"kv-events","endpoint":"tcp://*:20080","enable_kv_cache_events":true}' & DYN_KVBM_LEADER_ZMQ_PUB_PORT=56003 \ DYN_KVBM_LEADER_ZMQ_ACK_PORT=56004 \ VLLM_NIXL_SIDE_CHANNEL_PORT=20097 \ CUDA_VISIBLE_DEVICES=1 DYN_KVBM_CPU_CACHE_GB=2 \ python3 -m dynamo.vllm \ --model $MODEL \ --enforce-eager \ --kv-transfer-config '{"kv_connector":"DynamoConnector","kv_connector_module_path":"kvbm.vllm_integration.connector","kv_role":"kv_both"}' \ --gpu-memory-utilization 0.4 \ --kv-events-config '{"publisher":"zmq","topic":"kv-events","endpoint":"tcp://*:20081","enable_kv_cache_events":true}' & # Exit on first worker failure; kill 0 in the EXIT trap tears down the rest wait_any_exit