Quick Start Guide

1. Clone the project from this repository:

git clone https://github.com/JabalnurIT/api-for-pretrained-distilbertmodelformaskedlm-with-fastapi.git

2. Open a new bash terminal (it is recommended to use bash) and install the dependency

pipenv install --dev

After finish the installation, run the shell pipenv (In case you don't have pipenv, try to google how to install it)

pipenv shell

That bash terminal should change to pipenv terminal. After that run this code on that terminal.

chmod +x bin/start_server
bin/start_server

3. Download the pretrained model from this link:

chmod +x bin/download_model
bin/download_model

After that, put the file inside the project assets.

./assets/

4. Open a new bash terminal and run this into the terminal, each code for one function, make sure you have install httpie on your computer

http POST http://127.0.0.1:8000/fill_mask text="1,Q42,[MASK] [MASK],[MASK] [MASK] and [MASK],Male,United Kingdom,Artist,1952,2001.0,natural causes,49.0"

http POST http://127.0.0.1:8000/fill_mask text="1,Q42,[MASK],british singer and writer,Male,United Kingdom,Artist,1952,2001.0,natural causes,49.0"

In the code above to use the fill_mask_text function. Don't forget to put [MASK] on it.

http POST http://127.0.0.1:8000/perplexity text="1,Q42,Douglas Adams,English writer and humorist,Male,United Kingdom,Artist,1952,2001.0,natural causes,49.0"
http POST http://127.0.0.1:8000/perplexity text="1,Q42,q [MASK],british singer  and writer,Male,United Kingdom,Artist,1952,2001.0,natural causes,49.0"

In the code above to use the perplexity function. Don't put [MASK] on it.

Support

Found this repo usefull? Support this effort by giving a star on GitHub, and don't be shy to collaborate with me. Meet me in instagram.