MLOps & AI governance events

Monitor model changes—not snapshots.

Keep a baseline for selected public models, datasets and discovery queries. Emit only meaningful transitions with stable event IDs, severity, metric deltas and current governance metadata.

Run on Apify Download sample CSV Download sample JSON

7 event typeslicense, access, revision and trends

≤500 reposhard per-run bound

No GPUdeterministic metadata checks

For model governance and scouting

Detect license or gated-access changes, repository revisions, metadata changes and thresholded popularity movement without repeatedly diffing raw Hub snapshots yourself.

eventId — stable transition fingerprint

severity — governance priority

changes — field-level before/after

license — current license signal

gated — access status

downloads — thresholded trend input

Verified output sample

This sample was produced by the Actor from its stated public source. Download the machine-readable files above.

eventType: REPOSITORY_DISCOVERED
resourceId: Qwen/Qwen2.5-0.5B-Instruct
license: apache-2.0
gated: false
downloads: 5,289,997
pipelineTag: text-generation

Public Hugging Face Hub metadata only; no weights or private repositories are accessed. License classification is a monitoring signal, not legal advice.