| { |
| "model_type": "tempopfn", |
| "architectures": ["TempoPFN"], |
| "TimeSeriesModel": { |
| "embed_size": 512, |
| "num_encoder_layers": 10, |
| "scaler": "custom_robust", |
| "epsilon": 0.00001, |
| "scaler_clamp_value": null, |
| "handle_constants": false, |
| "K_max": 25, |
| "time_feature_config": { |
| "use_enhanced_features": true, |
| "use_holiday_features": false, |
| "use_index_features": true, |
| "include_seasonality_info": true |
| }, |
| "drop_enc_allow": false, |
| "encoding_dropout": 0.0, |
| "encoder_config": { |
| "attn_mode": "chunk", |
| "num_heads": 4, |
| "expand_v": 1.0, |
| "use_short_conv": true, |
| "conv_size": 32, |
| "allow_neg_eigval": true, |
| "hidden_ratio": 1.0, |
| "use_gate": true, |
| "use_forget_gate": true, |
| "num_householder": 4, |
| "weaving": true |
| }, |
| "loss_type": "quantile", |
| "quantiles": [0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9] |
| } |
| } |
|
|
