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Medusa: Parallel Decoding with Multiple Heads

Authors: Cai et al. Year: 2024 ArXiv/Link: https://arxiv.org/abs/2401.10891

Summary

Multiple prediction heads enable parallel token prediction, achieving significant speedups in autoregressive generation.

Key Concepts

  • Parallel decoding
  • Multi-head prediction
  • Token parallelism
  • Speedup mechanisms
  • Efficient generation

Impact

Parallelized generation for faster inference

Category

Decoding Strategies