Скачать или смотреть How to Deploy Llama3.1 LLM with Ollama on CPU machine

Deploying Llama3.1 LLM with Ollama on CPU machine. In this video, I have covered how to deploy llama3.1 llm locally with Ollama framework, Also developed a Chatbot by using llama3.1 model with Ollama framework and RAG with LlamaIndex framework. By using this video, any beginner can setup llama3.1 model on their laptop by using Ollama.

Deployment llama3.1 llm with Ollama blog:   / deploying-llama-3-1  

RAG with Sentence Window Node Parser Blog:   / build-a-chatbot-with-advance-rag-system-wi...  

GitHub Link: https://github.com/ranadevrat/opensou...
Ollama Model List: https://ollama.com/library

Video Content:
00:00:00 Introduction
00:03:00 Introduction to Ollama Framework
00:03:50 LLMs and VLMs supported by Ollama
00:05:08 Hardware Requirements to Deploy LLM
00:05:57 Setup Ollama on CPU window Laptop
00:07:00 Setup Ollama on macOS
00:07:14 Setup Ollama on Linux
00:07:36 Setup Ollama on Docker
00:08:05 Download Llama3.1 LLM on Window Machine
00:08:50 Run Llama3.1 model in Inference Mode through CMD
00:09:40 Build Chatbot with Llama3.1 LLM and RAG system
00:10:15 Code Explanation in VSC
00:11:15 Explain Sentence Window Node parser workflow
00:14:12 Explain RAG Components like Chunking, Vector Database, Reranker and Retriever
00:16:49 Use Chatbot through Web UI
00:17:51 Explain Code in VSC and Github