readme: #### Languages:
  
  - Source language: English
  
  - Source language: isiZulu
  
  #### Model Details:
  
  - model: transformer
  
  - Architecture: MarianMT
  
  - pre-processing: normalization + SentencePiece
  
  #### Pre-trained Model:
  
  - https://huggingface.co/Helsinki-NLP/opus-mt-en-xh
  
  #### Corpus:
  
  - Umsuka English-isiZulu Parallel Corpus (https://zenodo.org/record/5035171#.Yh5NIOhBy3A)
  
  #### Benchmark:
  
  | Benchmark | Train | Test  |
  |-----------|-------|-------|
  | Umsuka    | 17.61 | 13.73 |
  
  #### GitHub:
  
  - https://github.com/umair-nasir14/Geographical-Distance-Is-The-New-Hyperparameter
  
  
  