The AutoGaze checkpoint referenced by this model moved from bfshi/AutoGaze to nvidia/AutoGaze, and the old repository no longer exists. As a result, AutoProcessor.from_pretrained on this repo fails with a 404 when the processor tries to load AutoGaze internally, unless users manually patch the downloaded files.
This PR updates the autogaze_model_id default in processing_nvila.py and the value in preprocessor_config.json to nvidia/AutoGaze.
Companion fix for the quick-start docs: https://github.com/NVlabs/AutoGaze/pull/4
