"""Read Hugging Face's aggregate counters; no client usage collection is installed.""" from datetime import datetime, timezone import json from huggingface_hub import HfApi if __name__ == "__main__": info = HfApi().model_info("klokedm/Micka-65k", expand=["downloads", "downloadsAllTime", "likes", "lastModified"]) print(json.dumps(dict( repo="klokedm/Micka-65k", observed_at=datetime.now(timezone.utc).isoformat(), hub_downloads_last_30_days=info.downloads, hub_downloads_all_time=info.downloads_all_time, likes=info.likes, last_modified=info.last_modified.isoformat() if info.last_modified else None, limitation="Hub request counters are not unique users; tokenizer-only loads may be undercounted." ), indent=2))