https://github.com/ymoslem/CTranslate-NMT-Web-Interface

Machine Translation (MT) Web Interface for OpenNMT and FairSeq models using CTranslate and Streamlit
https://github.com/ymoslem/CTranslate-NMT-Web-Interface

machine-translation neural-machine-translation web-interface

Last synced: about 2 months ago
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Machine Translation (MT) Web Interface for OpenNMT and FairSeq models using CTranslate and Streamlit

• Host: GitHub
• URL: https://github.com/ymoslem/CTranslate-NMT-Web-Interface
• Owner: ymoslem
• Created: 2021-06-26T21:18:29.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2021-12-24T16:10:09.000Z (over 2 years ago)
• Last Synced: 2024-06-21T09:24:28.601Z (3 months ago)
• Topics: machine-translation, neural-machine-translation, web-interface
• Language: Python
• Homepage: https://blog.machinetranslation.io/nmt-web-interface/
• Size: 812 KB
• Stars: 15
• Watchers: 4
• Forks: 4
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• awesome-machine-translation - CTranslate-NMT-Web-Interface - A Machine Translation web interface for OpenNMT and FairSeq models using CTranslate and Streamlit. (Applications 💻)

README

        
# 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](test.py), you can run a very simple Streamlit example using the command:

```

streamlit run test.py

```

![streamlit-test](/img/streamlit-test.png)

## Example 2: Translate

With [translate.py](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.

![streamlit-translate](/img/streamlit-translate.png)

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](advanced/translate-multi.py)

![streamlit-translate-multi](/img/streamlit-translate-multi.png)

## Tutorial

Check the detailed instructions at in this [blog tutorial](https://blog.machinetranslation.io/nmt-web-interface/).