Hi, My name is Sunny Solanki, and in this video, I provide a step-by-step guide to running Local LLMs using Python library "llama-cpp-python". I have explained how to use llama-2 and mistral models on local machine.
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CODE - https://github.com/sunny2309/llama_cp...
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Important Chapters:
0:00 - Llama-CPP-Python
1:19 - Generate Text (Query Response)
4:39 - Stream Response of LLMs
5:40 - Pull Models from HuggingFace
7:26 - Chat Completion
10:01 - Generate Embeddings for RAG Apps
#python #datascience #datasciencetutorial #python #pythonprogramming #pythoncode #pythontutorial #llama2 #llama-cpp-python #llama-cpp #llama-2-7b-chat-gguf #llama-2-7b-chat-locally #llama-2-7b-chat-locally-python #mistral-7b-locally #mistral-7b-locally-python #local-llms