First I download the weights of the base pre-trained model to the VM instance. Then I upload my data there. Afterward, I fine-tune either LoRA or full and when training finishes, from the VM instance I download the adapters in case of LoRA and full weights in case of full fine-tune and run inference on a way less expensive instance (usually 3090).