How to Deploy Open LLMs with LLAMA-CPP Server

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Learn how to install LLAMA CPP on your local machine, set up the server, and serve multiple users with a single LLM and GPU. We’ll walk through installation via Homebrew, setting up the LLAMA server, and making POST requests using curl, the OpenAI client, and Python requests package. By the end, you’ll know how to deploy and interact with different models like a pro.

#llamacpp #deployment #llm_deployment

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LINKS:
https://github.com/ggerganov/llama.cpp

TIMESTAMPS:
00:00 Introduction to LLM Deployment Series
00:22 Overview of LLAMA CPP
01:40 Installing LLAMA CPP
02:02 Setting Up the LLAMA CPP Server
03:08 Making Requests to the Server
05:30 Practical Examples and Demonstrations
07:04 Advanced Server Options
09:38 Using OpenAI Client with LLAMA CPP
11:14 Concurrent Requests with Python
12:47 Conclusion and Next Steps

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