services: vllm: image: ${VLLM_IMAGE:-vllm/vllm-openai:latest} container_name: ${VLLM_CONTAINER_NAME:-llm-vllm-text} restart: unless-stopped ipc: host ports: - "${VLLM_HOST_PORT:-8000}:8000" environment: HF_HOME: /root/.cache/huggingface HUGGING_FACE_HUB_TOKEN: ${HF_TOKEN:-} volumes: - ${HOST_MODELS_DIR:-/models}:/models - ${HOST_HF_CACHE_DIR:-/models/cache/huggingface}:/root/.cache/huggingface command: - --model - ${VLLM_MODEL_ID:-Qwen/Qwen3-4B-Instruct-2507} - --served-model-name - ${VLLM_SERVED_MODEL_NAME:-qwen3-4b-instruct} - --enable-lora - --max-loras - ${VLLM_MAX_LORAS:-1} - --lora-modules - ${VLLM_LORA_MODULES:-qwen3-4b-1c=/models/adapters/1c/qwen3-4b-1c-lora-v1} - --host - 0.0.0.0 - --port - "8000" - --gpu-memory-utilization - ${VLLM_GPU_MEMORY_UTILIZATION:-0.90} - --max-model-len - ${VLLM_MAX_MODEL_LEN:-32768} - --dtype - ${VLLM_DTYPE:-auto} deploy: resources: reservations: devices: - driver: nvidia count: all capabilities: - gpu