Demo stand. Model: NER ontonotes (English)

Installation and start

1. Clone the repo and cd to project root:

   git clone https://github.com/deepmipt/stand_ner_en_ontonotes.git
   cd stand_ner_en_ontonotes
   

2. Run script to download and unpack model components:

   ./download_components.sh
   

3. Create a virtual environment with Python 3.6:

   virtualenv env -p python3.6
   

4. Activate the environment:

   source ./env/bin/activate
   

5. Install requirements:

   pip install -r requirements.txt
   

6. Specify model endpoint host (api_host) and port (api_port) in ner_agent_config.json
7. Specify virtual environment path (if necessary) in run_ner_en_ontonotes.sh
8. Run model:

   ./run_ner_en_ontonotes.sh
   

Building and running with Docker:

1. If necessary, build Base Docker image from:

   https://github.com/deepmipt/stand_docker_cuda

2. Clone the repo and cd to project root:

   git clone https://github.com/deepmipt/stand_ner_en_ontonotes.git
   cd stand_ner_en_ontonotes
   

3. Build Docker image:

   sudo docker build -t stand/ner_en_ontonotes .
   

4. Run Docker image:

   sudo docker run -p <host_port>:6010 -v </path/to/host/vol/map/dir>:/logs stand/ner_en_ontonotes