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Speculative Decoding Example
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Classroom Contents
Understanding Medusa: A Framework for LLM Inference Acceleration with Multiple Decoding Heads
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- 1 Introducing Daniel Varoli from Zapata.ai
- 2 The Problem with LLMs Today
- 3 How we Can Solve These Problems
- 4 Normal vs. Speculative Architecture
- 5 Speculative Decoding Example
- 6 Introducing Medusa
- 7 Medusa’s Decoding Heads
- 8 Generating Tokens With Medusa Heads
- 9 Verifying Candidates With Medusa
- 10 What if we Mess Up?
- 11 Rejecting Sampling For Accepting Candidates
- 12 Considering Many Completion Candidates at Once
- 13 Tree Attention Diagrams
- 14 How to Integrate Medusa Into a LLM
- 15 Results
