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sparkastML/translate/README.md

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sparkastML NMT

A set of models that aims to offer best open-source machine translation, based on the OpenNMT.

News

sparkastML's translation model is now updated!

Details

  • Source Language: Chinese (Simplified)
  • Target Language: English
  • Training Time: Totally 11.3 hours, 46,500 steps (~1×10¹⁸ FLOPs)
  • Training Device:
    • RTX 3080 (20GB): 0-20,000 steps
    • RTX 4070: 20,000-46,500 steps
  • Corpus Size: Over 10 million sentences
  • Validation BLEU Score: 21.28
  • Validation Loss (Cross Entropy): 3.152

Model Download

Avaliable soon.

Special thanks

yumechi for sponsoring an RTX 4070 for training.

History

Sep 19, 2024

sparkastML's translation model is now updated!

Details

  • Source Language: Chinese (Simplified)
  • Target Language: English
  • Training Time: 5 hours, 20,000 steps
  • Training Device: RTX 3080 (20GB)
  • Corpus Size: Over 10 million sentences
  • Validation BLEU Score: 17
  • Version: 1.0

Model Download