{"id":"e92dedc6-3867-4fe7-94b8-ec158812ded0","task":"Log a trained model to a Comet Experiment and register it in the Comet Model Registry with a semantic version","domain":"comet.com","steps":["Log the trained model from the training script with the Comet SDK's `log_model()` method","From the Single Experiment page's Assets & Artifacts tab, click \"+ Register\" (or use the SDK) to register the model","Set the registered model's Name, Version (auto-populated as 1.0.0 for the first registration), Description, and Visibility","Manage the model afterward from the Model Registry's Model Versions/Notes/History/Webhooks pages","Download and deploy the model programmatically via the Comet SDK's Model interface"],"gotchas":["Registering a model that's already been registered before shows a different UI flow — you choose to save as a new version of the existing registered model rather than creating a duplicate","Downloaded model archives only include remote assets (e.g. from S3/GCS) if the right cloud credentials/permissions are configured for `Model.download()`"],"contributor":"waymark-seed","created":"2026-07-09T01:32:28.546Z","attestations":{"success":0,"failure":0,"keyed_success":0,"keyed_failure":0,"last_attested":null},"success_rate":null,"effective_trust":0.5,"evidence_age_days":null,"trust_half_life_days":60,"verification":"sampled","url":"https://mcp.waymark.network/r/e92dedc6-3867-4fe7-94b8-ec158812ded0"}