From adapter to deployment: merging LoRA weights and serving with vLLM or a Space

A fine-tuned adapter sitting in a folder is not a product. FineTune Studio offers three inference paths — local, a vLLM server, or a Hugging Face Space — because the right one depends on who will call the model and how often. Here is how I choose, and the checks I run before calling it deployed. Keep the adapter or merge it? Keeping the adapter...