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Orca - A Distributed Serving System for Transformer-Based Generative Models

Orca - A Distributed Serving System for Transformer-Based Generative Models

USENIX via YouTube Direct link

Intro

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Intro

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Orca - A Distributed Serving System for Transformer-Based Generative Models

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  1. 1 Intro
  2. 2 Generative Models
  3. 3 Inference of Generative Language M
  4. 4 Serving of Generative Language Mo
  5. 5 Problem 1: Request-Level Schedulin
  6. 6 Solution 1: Iteration-Level Schedulin
  7. 7 Problem 2: Batching
  8. 8 Solution 2: Selective Batching
  9. 9 Orca System Architecture
  10. 10 Scheduling

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