llama.cpp Merges Speculative Checkpointing
💡Up to 50% faster coding inference in llama.cpp—test this new merged feature now.
⚡ 30-Second TL;DR
What Changed
PR #19493 merges speculative checkpointing
Why It Matters
Enhances local LLM inference efficiency, especially for coding, reducing generation time without hardware upgrades. Benefits open-source practitioners running llama.cpp.
What To Do Next
Compile latest llama.cpp and test speculative checkpointing on coding prompts with --spec-type ngram-mod.
Key Points
- •PR #19493 merges speculative checkpointing
- •Coding speedups 0-50% with --spec-type ngram-mod --spec-ngram-size-n 24 --draft-min 48 --draft-max 64
- •Varies by prompt type and low draft acceptance streaks
- •Good params task-specific
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Original source: Reddit r/LocalLLaMA ↗
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