flowmatic-astana-tcn-density-forecaster

Forecast smart-city sensor values for core processing-unit routing and prediction.

Model summary

Field	Value
Architecture	tcn_forecast
Dataset	astana
Source checkpoint	astana_tcn_density_forecaster
Test metrics	{"test_loss": 0.3438479532039391, "test_mae": 0.4061354994773865, "test_rmse": 0.5863855481147766}

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-tcn-density-forecaster (prefixed by your Hugging Face username in the UI).

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