
How to Integrate Local LLMs With Ollama and Python
Learn how to integrate your Python projects with local models (LLMs) using Ollama for enhanced privacy and cost efficiency.

Learn how to integrate your Python projects with local models (LLMs) using Ollama for enhanced privacy and cost efficiency.
Check your understanding of using Ollama with Python to run local LLMs, generate text, chat, and call tools for private, offline apps.

FlashAttention 4 improves LLM inference with faster attention kernels, reduced memory overhead, and better scalability for large transformer models.
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See the full video here: https://youtu.be/bFgTxr5yst0
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