The Hugging Face CLI has been renamed from `huggingface-cli` to `hf`, introducing a clearer and more organized command structure. Users can easily access commands grouped by resource, with new features like `hf jobs` for running scripts on Hugging Face infrastructure. The legacy CLI remains functional to aid in the transition to the new format.