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Image Credit: Arxiv

Block Verification Accelerates Speculative Decoding

  • Speculative decoding is an effective method for lossless acceleration of large language models during inference.
  • Block Verification is a simple draft verification algorithm that verifies the entire block jointly, providing additional speedup during inference.
  • Block verification improves the wall-clock speed by 5%-8% in various tasks and datasets.
  • It maintains the strong lossless guarantee and can be used as a default approach in speculative decoding implementations.

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