flowmatic-astana-transformer-severity-classifier

Classify event severity/type from streaming smart-city telemetry windows.

Model summary

Field	Value
Architecture	transformer_classifier
Dataset	astana
Source checkpoint	q1_astana_transformer_severity_classifier
Test metrics	{"test_loss": 0.029105582585398523, "test_accuracy": 0.9892313480377197, "test_macro_f1": 0.9177103357869454}

Files

• model.safetensors — primary weights
• model.torchscript.pt — TorchScript export (when present)
• metadata.json — schema, scaler, metrics
• model_card.md — training card

Usage in Flowmatic

Deploy in the Core Unit with model ID flowmatic-astana-transformer-severity-classifier (prefixed by your Hugging Face username in the UI).

Inference is routed through Flowmatic's model-inference service using your organization Hugging Face token.