#!/bin/bash # SPDX-FileCopyrightText: Copyright (c) 2025-2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved. # SPDX-License-Identifier: Apache-2.0 set -ex trap 'echo Cleaning up...; kill 0' EXIT MODEL_NAME="meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8" # run ingress # dynamo.frontend accepts either --http-port flag or DYN_HTTP_PORT env var (defaults to 8000) python -m dynamo.frontend & # run processor python -m dynamo.vllm --multimodal-processor --enable-multimodal --model $MODEL_NAME & # Llama 4 doesn't support image embedding input, so use encode+prefill worker # that handles image encoding inline python -m dynamo.vllm --multimodal-encode-prefill-worker --enable-multimodal --model $MODEL_NAME --tensor-parallel-size=8 --max-model-len=208960 --gpu-memory-utilization 0.80 & # Wait for all background processes to complete wait