Big Bird- Transformers for Longer Sequences

Big Bird- Transformers for Longer Sequences

Yannic Kilcher via YouTube Direct link

- Structured Block Computations

10 of 13

10 of 13

- Structured Block Computations

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Classroom Contents

Big Bird- Transformers for Longer Sequences

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  1. 1 - Intro & Overview
  2. 2 - Quadratic Memory in Full Attention
  3. 3 - Architecture Overview
  4. 4 - Random Attention
  5. 5 - Window Attention
  6. 6 - Global Attention
  7. 7 - Architecture Summary
  8. 8 - Theoretical Result
  9. 9 - Experimental Parameters
  10. 10 - Structured Block Computations
  11. 11 - Recap
  12. 12 - Experimental Results
  13. 13 - Conclusion

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