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llama.cpp speculative checkpointing was merged

Via r/LocalLlama
Sunday, Apr 19, 2026 ยท 12:16PM
Summary

https://github.com/ggml-org/llama.cpp/pull/19493 Some prompts get a speedup, others don't (cases of low draft acceptance streak). Good working params depend on the task type and repetition patterns. For coding, I got some 0%~50% speedup with these params: --spec-type ngram-mod --spec-ngram-size-n 24

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