{
  "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]
  }
}