BanglaTranslationKit

BanglaTranslationKit is an open-source translation package for offline conversion between both Bengali and English languages (English to Bangla and Bangla to English)

Installation

pip install bntrans

Usage

You can use this package to translate any Bangla to English or English to Bangla.

from bntrans import Translator

translator = Translator(src="en", dest="bn")
translation = translator.translate("Hello world!")  #  ্যালো বিশ্ব!
print(translation)

Some Useful Methods

from bntrans import Translator

# You can tell the model to use cpu
translator = Translator(src="en", dest="bn", use_gpu=False)

# Specify a custom model (from huggingface.co/models or local path)
translator = Translator(model="mymodel")

# If the custom model doesn't have a maximum length, you can specify it. It is better to specify it as some models have wrong maximum length in their config.
translator = Translator(model="mymodel", max_length=512)

# You can also use the `generate` method to get raw output from the model
translator.generate("Hello world!")

Use Cloud Translation API (Free)

If you want to test the model without installing it, you can use the cloud translation API. Get a free Token from here (Read Token is enough) and use it like this:

from bntrans import Translator

translator = Translator(src="en", dest="bn", use_cloud=True, huggingface_token="YOUR_TOKEN")
translation = translator.translate("Hello world!")  #  ্যালো বিশ্ব!
print(translation)

Use in Command Line

You can also use this package in the command line. Just install it and run the following command:

bntrans "Hello world!"

usage: cli.py [-h] [-s SRC] [-d DEST] [-m MODEL] [-g GPU] [-l MAX_LENGTH] [-c USE_CLOUD] [-t HUGGINGFACE_TOKEN] text

Translate text from one language to another.

positional arguments:
  text                  Text to translate

options:
  -h, --help            show this help message and exit
  -s SRC, --src SRC     Source language (default: en)
  -d DEST, --dest DEST  Destination language (default: bn)
  -m MODEL, --model MODEL
                        Model to use for translation
  -g GPU, --gpu GPU     Whether to use GPU for translation (default: True)
  -l MAX_LENGTH, --max-length MAX_LENGTH
                        The maximum length of the model (default: None)
  -c USE_CLOUD, --use-cloud USE_CLOUD
                        Whether to use huggingface inference API (default: False)
  -t HUGGINGFACE_TOKEN, --huggingface-token HUGGINGFACE_TOKEN
                        Huggingface inference API token (default: None)

shhossain / banglatranslationkit Goto Github PK