FrontierAgent/compose.transformers.yaml at main · ApodexAI/FrontierAgent · GitHub

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services:
  model:
    build:
      context: .
      dockerfile: docker/transformers.Dockerfile
      args:
        PYTORCH_IMAGE: ${TRANSFORMERS_PYTORCH_IMAGE:-pytorch/pytorch:2.11.0-cuda12.8-cudnn9-runtime}
    image: ${TRANSFORMERS_IMAGE:-frontier-agent-transformers:local}
    command:
      - ${TRANSFORMERS_MODEL_ID:-apodex/Apodex-1.0-0.8B-SFT}
      - --host
      - 0.0.0.0
      - --port
      - "8000"
      - --model-timeout
      - "-1"
    environment:
      HF_TOKEN: ${HF_TOKEN:-}
      HUGGING_FACE_HUB_TOKEN: ${HF_TOKEN:-}
      HF_HOME: /root/.cache/huggingface
    volumes:
      - huggingface-cache:/root/.cache/huggingface
    ports:
      - 127.0.0.1:${TRANSFORMERS_PORT:-8000}:8000
    shm_size: 16gb
    ipc: host
    deploy:
      resources:
        reservations:
          devices:
            - driver: nvidia
              count: all
              capabilities: [gpu]
    healthcheck:
      test:
        - CMD
        - python
        - -c
        - import urllib.request; urllib.request.urlopen('http://127.0.0.1:8000/v1/models', timeout=5)
      interval: 10s
      timeout: 6s
      retries: 360
      start_period: 30s
    restart: unless-stopped

  agent:
    depends_on:
      model:
        condition: service_healthy
    environment:
      APODEX_LOCAL_RUNTIME: transformers
      OPENAI_PROVIDER: local
      OPENAI_API_KEY: EMPTY
      OPENAI_BASE_URL: http://model:8000/v1
      OPENAI_MODEL: ${TRANSFORMERS_MODEL_ID:-apodex/Apodex-1.0-0.8B-SFT}
      OPENAI_CONTEXT_WINDOW: ${TRANSFORMERS_CONTEXT_LENGTH:-32768}
      OPENAI_MAX_INPUT_TOKENS: ${TRANSFORMERS_MAX_INPUT_TOKENS:-28672}
      OPENAI_MAX_TOKENS: ${TRANSFORMERS_MAX_OUTPUT_TOKENS:-4096}
      SERPER_API_KEY: ${SERPER_API_KEY:-}
      SERPER_BASE_URL: ${SERPER_BASE_URL:-https://google.serper.dev}
      JINA_API_KEY: ${JINA_API_KEY:-}
      JINA_BASE_URL: ${JINA_BASE_URL:-https://r.jina.ai}

volumes:
  huggingface-cache: