Ollama Python Library: Use LLMs on your Local Computer | llama2 | mistral

Hi, My name is Sunny Solanki, and in this video, I introduce Python Library named "Ollama" based on famous command line tool of same name. It lets us run open-source large language models (LLMs) on our local computers for free. Ollama has a large repository of LLMs like Llama2, Falcon, Mistral, Mistral 8x7B, Vicuna, Phi, codellama, llava, etc. Some models like llava 1.5 are multi-modal and accept images and text as input.

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CODE - https://github.com/sunny2309/ollama_p...
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Ollama CLI Tool Tutorial:    • Ollama: Run LLMs on your Local Machin...  
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Ollama Model File Guide - https://github.com/ollama/ollama/blob...
Ollama REST API Docs - https://github.com/ollama/ollama/blob...

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Important Chapters:

0:00 - How to Use Open-Source LLM Models
0:22 - Download & Installation Ollama CLI Tool
1:12 - Bring Up Ollama Server
3:07 - Pull Models
5:07 - List Models
5:38 - Generate End-Point API ("llama2")
6:22 - How to Provide System Message?
7:01 - How to Stream Tokens?
8:20 - Lets Try Multi-Modal Model ("llava")
9:23 - Chat End-Point API
12:05 - Embeddings End-Point API
13:09 - Create Personal Custom Model

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