CTranslate-NMT-Web-Interface

Machine Translation (MT) Web Interface for OpenNMT and FairSeq models using CTranslate and Streamlit.

Install requirements

It is recommended you first create a virtual environment, and then run:

pip3 install -r requirements.txt

Example 1: Upper My Text

With test.py, you can run a very simple Streamlit example using the command:

streamlit run test.py

Example 2: Translate

With translate.py, you can run a fast web translator using CTranslate2. For this example to work, you have to change the paths to your models; search the code for [Modify] and adjust the following lines.

Note: This example assumes SentencePiece was used to prepare the data. If you did not use SentencePiece, remove the relevant lines.

Example 3: Translate - Multiple

If you want your web interface to support multiple languages and/or be able to translate multiple lines like this, you can refer to translate-multi.py

Tutorial

Check the detailed instructions at in this blog tutorial.