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Fine-tuning Methods for Vector Search in Semantic Search and QA Applications

Fine-tuning Methods for Vector Search in Semantic Search and QA Applications

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Intro

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Fine-tuning Methods for Vector Search in Semantic Search and QA Applications

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  1. 1 Intro
  2. 2 Welcome
  3. 3 Vector Search
  4. 4 Why finetune
  5. 5 What is finetuning
  6. 6 Multiple and exit ranking
  7. 7 Hard negative mining
  8. 8 How many pairs
  9. 9 Low resource scenarios
  10. 10 Unstructured text
  11. 11 Synthetic data augmentation
  12. 12 Asymmetric data augmentation

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