ULMFIT - Nepali

(Gaurav) #1

Starting this thread to share the progress on the Nepali LM and classification results @piotr.czapla @Moody

Repository: NLP for Nepali

Dataset

Results

Language Model

on 30% validation set

  • Perplexity of language model: ~32

Classifier

  • Accuracy of classification model: ~97%
  • Kappa score of classification model: ~96

Pretrained Language Model

Download pretrained Language Model from here

Classifier

Download classifier from here

Tokenizer

Trained tokenizer using Google’s sentencepiece

Download the trained model and vocabulary from here

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Language Model Zoo :gorilla: