best way to serve llama V2 (llama.cpp VS triton VS HF text generation inference)

This page summarizes the projects mentioned and recommended in the original post on /r/LocalLLaMA

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  • llama.cpp

    LLM inference in C/C++

    I am wondering what is the best / most cost-efficient way to serve llama V2. - llama.cpp (is it production ready or just for playing around?) ? - Triton inference server ? - HF text generation inference ?

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  • server

    The Triton Inference Server provides an optimized cloud and edge inferencing solution. (by triton-inference-server)

    I am wondering what is the best / most cost-efficient way to serve llama V2. - llama.cpp (is it production ready or just for playing around?) ? - Triton inference server ? - HF text generation inference ?

  • text-generation-inference

    Large Language Model Text Generation Inference

    I am wondering what is the best / most cost-efficient way to serve llama V2. - llama.cpp (is it production ready or just for playing around?) ? - Triton inference server ? - HF text generation inference ?

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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