How to finetune LLama models

I have downloaded the Llama model on my system, which includes four files: model weights (consolidated.00.pth), tokenizer (tokenizer.model), and configuration (params.json). However, when I try to load the model and fine-tune it, it does not respond or load properly. Could you help me with the correct approach to load the model and fine-tune it?

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