abetlen / abetlen/llama-cpp-python

[Question] why i have 40 seconds more for the loading of the model, when i compare with llama-cpp

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#982 3 comentarios 1 reacción 0 asignados Ver en GitHub
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Descripción

Hello Guys,

I'm wondering about performence, which is very strange
on the same server, i ran the same model with query, and the loading time is totally differente between llama-cpp python and llama-cpp, in both case i put the same option (like number of threads ect...)

== lama-cpp -->
**llama_print_timings: load time = 2062.63 ms**
llama_print_timings: sample time = 36.35 ms / 55 runs ( 0.66 ms per token, 1513.15 tokens per second)
llama_print_timings: prompt eval time = 7583.04 ms / 97 tokens ( 78.18 ms per token, 12.79 tokens per second)
llama_print_timings: eval time = 8272.12 ms / 54 runs ( 153.19 ms per token, 6.53 tokens per second)
llama_print_timings: total time = 15922.60 ms

===== python -->

**llama_print_timings: load time = 42078.39 ms**
llama_print_timings: sample time = 92.67 ms / 142 runs ( 0.65 ms per token, 1532.30 tokens per second)
llama_print_timings: prompt eval time = 137100.44 ms / 1546 tokens ( 88.68 ms per token, 11.28 tokens per second)
llama_print_timings: eval time = 25390.80 ms / 141 runs ( 180.08 ms per token, 5.55 tokens per second)
llama_print_timings: total time = 163280.32 ms

so i really wondering why there such a huge difference.

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