All You Need to Know on Multilingual Sentence Vectors - 1 Model, 50+ Languages

All You Need to Know on Multilingual Sentence Vectors - 1 Model, 50+ Languages

James Briggs via YouTube Direct link

Loss and Fine-tuning

11 of 13

11 of 13

Loss and Fine-tuning

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All You Need to Know on Multilingual Sentence Vectors - 1 Model, 50+ Languages

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  1. 1 Intro
  2. 2 Multilingual Vectors
  3. 3 Multi-task Training mUSE
  4. 4 Multilingual Knowledge Distillation
  5. 5 Knowledge Distillation Training
  6. 6 Visual Walkthrough
  7. 7 Parallel Data Prep
  8. 8 Choosing a Student Model
  9. 9 Initializing the Models
  10. 10 ParallelSentencesDataset
  11. 11 Loss and Fine-tuning
  12. 12 Model Evaluation
  13. 13 Outro

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