Fine-tuning #LLMs doesn't always require $$$ GPUs. Ludwig #opensource framework for building custom AI models makes it easy to efficiently fine-tune LLMs for any task Tutorial to fine-tune #Llama2 using #CodeAlpaca data for code gen on commodity GPUs.

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