nlp2go 0.4.0

hosting nlp models for demo purpose

nlp2go

Hosting nlp models in one line

Demo

demo website

Introduction

Once the model is trained, we want to verify our model as quickly as possible. nlp2go provides a CLI interface and Restful api that allows you to quickly deploy model to everyone.

Feature

There are many additional features :

• Support loading multiple models at a time.
• Provide input format checking.
• You can also load models in python code.
• Flexible handling of parameters so that parameter can be changed in each prediction.
• Support huggingface transformers’s model
• There are models in the Model Hub for you to try

Documentation

Learn more from the docs.

Quick Start

Installing via pip

pip install nlp2go

hosting single model

nlp2go --model model_path 

hosting multiple models

1. create a json file as below:

{
    "API1_PATH": {
      "model": "model1_path"
    },
    "API2_PATH": {
      "model": "model2_path"
    }
}

2. run

nlp2go --json json_file_path  

You can also try nlp2go in Google Colab:

Contributing

Thanks for your interest.There are many ways to contribute to this project. Get started here.

License

• License

Icons reference

Icons modify from Good Ware from www.flaticon.com
Icons modify from Freepik from www.flaticon.com