serve-openai-api-endpoint.yaml

resources:
  ports: 8080
  accelerators: A100:1
  disk_size: 1024
  disk_tier: high

setup: |
  conda activate chatbot
  if [ $? -ne 0 ]; then
    conda create -n chatbot python=3.9 -y
    conda activate chatbot
  fi

  # Install dependencies
  pip install "fschat[model_worker,webui]==0.2.24"
  pip install protobuf

run: |
  conda activate chatbot
  
  echo 'Starting controller...'
  python -u -m fastchat.serve.controller > ~/controller.log 2>&1 &
  sleep 10
  echo 'Starting model worker...'
  python -u -m fastchat.serve.model_worker \
            --model-path lmsys/vicuna-${MODEL_SIZE}b-v1.3 2>&1 \
            | tee model_worker.log &

  echo 'Waiting for model worker to start...'
  while ! `cat model_worker.log | grep -q 'Uvicorn running on'`; do sleep 1; done

  echo 'Starting openai api server...'
  python -u -m fastchat.serve.openai_api_server --host 0.0.0.0 --port 8080 | tee ~/openai_api_server.log

envs:
  MODEL_SIZE: 13