/nlp_devel_docker_github

Repo for Docker image autobuild for NLP development tasks

Primary LanguageDockerfile

NLP docker image

Author: Teng Fu

Contact: teng.fu@teleware.com

Repo for NLP task development, including multiple Python based NLP packages with Jupyter Lab development inferface.

Base Image

This is the docker image for NLP task, its baseImage is:

FROM tftwdockerhub/cuda_cudnn_ana_base:latest

Additional installed packages

No Tensorflow or PyTorch.

For NLP packages:

  • nltk
  • spacy
  • gensim
  • textblob

For NLP pipeline:

  • DVC
  • snorkel

All the additional language models are also installed by using:

python -m <language-model-download>

Docker Registry Repo

tftwdockerhub/nlp_devel:latest

Usage

on virtual machines

sudo docker login

sudo docker pull tftwdockerhub/nlp_devel:latest

Remember the target port for VM access externally is 8889

sudo nvidia-docker run -it -p 8889:8888 -v < project-dir-path >:/app tftwdockerhub/nlp_devel:latest

In local browser, remember the target port is 8889

http://< vm-dns-or-IP-address >:8889/?token=21c5e12de68e91dcb2577ec1ce345d1c1d675c9aca43d54b&token=21c5e12de68e91dcb2577ec1ce345d1c1d675c9aca43d54b