#!/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 # Explicitly unset PROMETHEUS_MULTIPROC_DIR to let LMCache or Dynamo manage it internally unset PROMETHEUS_MULTIPROC_DIR MODEL="Qwen/Qwen3-0.6B" HTTP_PORT="${DYN_HTTP_PORT:-8000}" echo "==========================================" echo "Launching Aggregated Serving + LMCache (1 GPU)" echo "==========================================" echo "Model: $MODEL" echo "Frontend: http://localhost:$HTTP_PORT" echo "==========================================" echo "" echo "Example test command:" echo "" echo " curl http://localhost:${HTTP_PORT}/v1/chat/completions \\" echo " -H 'Content-Type: application/json' \\" echo " -d '{" echo " \"model\": \"${MODEL}\"," echo " \"messages\": [{\"role\": \"user\", \"content\": \"Explain why Roger Federer is considered one of the greatest tennis players of all time\"}]," echo " \"max_tokens\": 32" echo " }'" echo "" echo "==========================================" # run ingress # dynamo.frontend accepts either --http-port flag or DYN_HTTP_PORT env var (defaults to 8000) python -m dynamo.frontend & # run worker with LMCache enabled (without PROMETHEUS_MULTIPROC_DIR set externally) DYN_SYSTEM_PORT=${DYN_SYSTEM_PORT:-8081} \ python -m dynamo.vllm --model "$MODEL" --kv-transfer-config '{"kv_connector":"LMCacheConnectorV1","kv_role":"kv_both"}'