How do you fine-tune Llama on your own data in the cloud?
Pick the right Llama, accept Meta's license, format your data in the Llama 3 chat template, then run a LoRA job on a cloud GPU with a cost cap.
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What is the cheapest way to fine-tune Llama on an H100?
Use the lightest method that fits one H100, checkpoint every few minutes and pay only while the job runs. Memory math, a worked cost and a decision rule.