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System Architect Go
System Architect Go
Oct 17, 2024 · Artificial Intelligence

Running and Fine‑Tuning Large Language Models Locally with Ollama, Docker, and Cloud Resources

The author chronicles the challenges and solutions of running large language models locally using Ollama, experimenting with cloud GPUs on Google Colab, managing Python dependencies through Docker, and ultimately fine‑tuning a small Qwen model, providing a practical guide for AI enthusiasts.

DockerFine-tuningGoogle Colab
0 likes · 6 min read
Running and Fine‑Tuning Large Language Models Locally with Ollama, Docker, and Cloud Resources
Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
Feb 7, 2024 · Artificial Intelligence

Step-by-Step Guide to Building Multi‑Agent Applications with LangChain LangGraph in Google Colab

This tutorial walks through installing LangChain, LangGraph and related packages in Google Colab, configuring environment variables, defining search and Twitter‑writer tools, constructing a StateGraph workflow with supervisor logic, and executing a multi‑agent LLM pipeline using LangChain’s new multi‑agent capabilities.

Google ColabLLMLangChain
0 likes · 11 min read
Step-by-Step Guide to Building Multi‑Agent Applications with LangChain LangGraph in Google Colab