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roberta-base-trippy-dst-multiwoz21

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roberta
dialogue state tracking
task-oriented dialog
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roberta-base-trippy-dst-multiwoz21
File size: 2,788 Bytes 
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{
  "_name_or_path": "roberta-base",
  "architectures": [
    "TransformerForDST"
  ],
  "attention_probs_dropout_prob": 0.1,
  "bos_token_id": 0,
  "classifier_dropout": null,
  "dst_class_aux_feats_ds": false,
  "dst_class_aux_feats_inform": false,
  "dst_class_labels": 8,
  "dst_class_loss_ratio": 0.8,
  "dst_class_types": [
    "none",
    "dontcare",
    "copy_value",
    "true",
    "false",
    "refer",
    "inform",
    "request"
  ],
  "dst_dropout_rate": 0.3,
  "dst_heads_dropout_rate": 0.0,
  "dst_max_seq_length": 180,
  "dst_refer_loss_for_nonpointable": false,
  "dst_slot_list": [
    "attraction-address",
    "attraction-area",
    "attraction-choice",
    "attraction-entrance fee",
    "attraction-name",
    "attraction-open hours",
    "attraction-phone",
    "attraction-postcode",
    "attraction-type",
    "attraction-none",
    "hotel-address",
    "hotel-area",
    "hotel-book day",
    "hotel-book people",
    "hotel-book stay",
    "hotel-choice",
    "hotel-internet",
    "hotel-name",
    "hotel-parking",
    "hotel-phone",
    "hotel-postcode",
    "hotel-price range",
    "hotel-ref",
    "hotel-stars",
    "hotel-type",
    "hotel-none",
    "taxi-arrive by",
    "taxi-departure",
    "taxi-destination",
    "taxi-leave at",
    "taxi-phone",
    "taxi-type",
    "taxi-none",
    "restaurant-address",
    "restaurant-area",
    "restaurant-book day",
    "restaurant-book people",
    "restaurant-book time",
    "restaurant-choice",
    "restaurant-food",
    "restaurant-name",
    "restaurant-phone",
    "restaurant-postcode",
    "restaurant-price range",
    "restaurant-ref",
    "restaurant-none",
    "train-arrive by",
    "train-book people",
    "train-choice",
    "train-day",
    "train-departure",
    "train-destination",
    "train-duration",
    "train-leave at",
    "train-price",
    "train-ref",
    "train-train id",
    "train-none",
    "police-address",
    "police-name",
    "police-phone",
    "police-postcode",
    "police-none",
    "hospital-address",
    "hospital-department",
    "hospital-phone",
    "hospital-postcode",
    "hospital-none",
    "general-none",
    "general-bye",
    "general-thank",
    "general-greet"
  ],
  "dst_stack_token_logits": false,
  "dst_token_loss_for_nonpointable": false,
  "eos_token_id": 2,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "layer_norm_eps": 1e-05,
  "max_position_embeddings": 514,
  "model_type": "roberta",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "pad_token_id": 1,
  "position_embedding_type": "absolute",
  "torch_dtype": "float32",
  "transformers_version": "4.18.0",
  "type_vocab_size": 1,
  "use_cache": true,
  "vocab_size": 50265
}