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kleopatra102
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sunspot

Transformers
PyTorch
time_series_transformer
Inference Endpoints
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sunspot
File size: 1,282 Bytes 
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{
  "activation_dropout": 0.1,
  "activation_function": "gelu",
  "architectures": [
    "TimeSeriesTransformerForPrediction"
  ],
  "attention_dropout": 0.1,
  "cardinality": [
    1
  ],
  "context_lenght": 60,
  "context_length": 30,
  "d_model": 32,
  "decoder_attention_heads": 2,
  "decoder_ffn_dim": 32,
  "decoder_layerdrop": 0.1,
  "decoder_layers": 4,
  "distribution_output": "student_t",
  "dropout": 0.1,
  "embedding_dimension": [
    2
  ],
  "encoder_attention_heads": 2,
  "encoder_ffn_dim": 32,
  "encoder_layerdrop": 0.1,
  "encoder_layers": 4,
  "feature_size": 38,
  "init_std": 0.02,
  "input_size": 1,
  "is_encoder_decoder": true,
  "lags_sequence": [
    1,
    2,
    3,
    4,
    5,
    6,
    7,
    8,
    13,
    14,
    15,
    20,
    21,
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    27,
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    30,
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    56,
    84,
    363,
    364,
    365,
    727,
    728,
    729,
    1091,
    1092,
    1093
  ],
  "loss": "nll",
  "model_type": "time_series_transformer",
  "num_dynamic_real_features": 0,
  "num_parallel_samples": 100,
  "num_static_categorical_features": 1,
  "num_static_real_features": 0,
  "num_time_features": 4,
  "prediction_length": 30,
  "scaling": "mean",
  "torch_dtype": "float32",
  "transformers_version": "4.31.0",
  "use_cache": true
}