fasttext-language-detection-v2

FastText model to classify standard English, Local English, standard Malay, social media Indonesian, local Malay and others.

how to use

from huggingface_hub import hf_hub_download
import fasttext

filename = hf_hub_download(
    repo_id="mesolitica/fasttext-language-detection-v2", 
    filename="fasttext.ftz"
)
lang_model = fasttext.load_model(filename)
lang_model.predict('hello my name', k = 10)

Output,

(('__label__standard-english',
  '__label__local-english',
  '__label__standard-malay',
  '__label__socialmedia-indonesian',
  '__label__local-malay',
  '__label__other'),
 array([9.12180483e-01, 4.69220504e-02, 4.03920077e-02, 5.50693308e-04,
        1.30474637e-05, 1.07987826e-05]))