| { |
| "model_type": "fela_grid_renewable", |
| "description": "Dual path FNO probabilistic power forecaster for solar and wind, trained on GEFCom2014. Outputs 99 quantiles per hour from weather covariates.", |
| "architecture": "fno_dual_path", |
| "framework": "pytorch", |
| "architectures": [ |
| "FelaGridModel" |
| ], |
| "auto_map": { |
| "AutoConfig": "configuration_grid.FelaGridConfig", |
| "AutoModel": "modeling_grid.FelaGridModel" |
| }, |
| "default_track": "solar", |
| "tracks": { |
| "solar": { |
| "params": 136780, |
| "input_steps": 6, |
| "input_features": 20, |
| "input_shape": [1, 6, 20], |
| "weights_safetensors": "solar.safetensors", |
| "dims": {"Fin": 20, "L": 6, "D": 64, "modes": 3, "nblk": 4, "nq": 99, "arch": "dual"} |
| }, |
| "wind": { |
| "params": 311554, |
| "input_steps": 12, |
| "input_features": 15, |
| "input_shape": [1, 12, 15], |
| "weights_safetensors": "wind.safetensors", |
| "dims": {"Fin": 15, "L": 12, "D": 96, "modes": 6, "nblk": 3, "nq": 99, "arch": "dual"} |
| } |
| }, |
| "num_quantiles": 99, |
| "quantile_levels_percent": "1..99", |
| "output_shape": "[batch, 99]", |
| "output_units": "power as fraction of site rated capacity (0 to 1), 99 monotone quantiles for the center forecast hour", |
| "preprocessing": "standardize the NWP window per feature; RevIN runs inside the model. See modeling.preprocess_nwp", |
| "license": "lowdown-labs-lovely-license-1.0" |
| } |
|
|
