Gets faster depending on conditions
Key point
Speculative checkpointing has been merged into llama.cpp, and speed improvements have been confirmed in some tasks.
Details
Speculative checkpointing has been merged into llama.cpp.
The effect varies depending on the task. When draft acceptance is consistently low, there may be little to no speed improvement.
For coding tasks, speed improvements of about 0%~50% were observed with the following settings.
--spec-type ngram-mod--spec-ngram-size-n 24--draft-min 48--draft-max 64
In other words, meaningful improvements are possible for tasks with repetitive patterns, but this is an update with significant variance depending on the nature of the prompt.
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