Skippy Spec Bench

Use this skill when testing or benchmarking target/draft GGUF pairs for speculative decoding compatibility, tokenizer agreement, draft acceptance rate, or staged verification behavior.

mesh-llm 35429cb 967 B Updated

File contents

skippy-spec-bench

Use this skill for target/draft speculative compatibility work.

What It Checks

  • Target and draft tokenization agreement.
  • Baseline target decode versus draft-verified decode.
  • Draft acceptance/rejection behavior.
  • Batched verification and checkpoint/restore behavior.
  • Recurrent-state implications for rollback.

Repo Notes

The old source repo used a standalone llama-spec-bench crate. It may not be present in this mesh checkout yet, so verify available packages before running commands:

cargo metadata --no-deps --format-version 1 | jq -r '.packages[].name' | sort

If the spec bench is imported, keep it as a diagnostics/benchmark tool. Do not make normal mesh serving depend on it.

mesh-llm/mesh-llm/tree/main/.agents/skills/skippy-spec-bench commit 35429cb8db

Frequently asked questions

npx skillmds@latest add mesh-llm/skippy-spec-bench