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config.json

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+{
+  "_id2label": {
+    "intent": [
+      "atis_abbreviation",
+      "atis_airport",
+      "atis_city",
+      "atis_capacity",
+      "atis_aircraft",
+      "atis_ground_service",
+      "atis_meal",
+      "atis_quantity",
+      "atis_flight_no",
+      "atis_flight_time",
+      "atis_ground_fare",
+      "atis_cheapest",
+      "atis_flight",
+      "atis_distance",
+      "atis_restriction",
+      "atis_airfare",
+      "atis_airline"
+    ],
+    "slot": [
+      "O",
+      "B-airline_code",
+      "B-airline_name",
+      "I-airline_name",
+      "B-aircraft_code",
+      "B-city_name",
+      "I-city_name",
+      "B-meal",
+      "B-flight_number",
+      "B-fromloc.city_name",
+      "I-fromloc.city_name",
+      "B-toloc.city_name",
+      "I-toloc.city_name",
+      "B-depart_time.time_relative",
+      "B-depart_time.time",
+      "I-depart_time.time",
+      "B-depart_time.period_of_day",
+      "B-class_type",
+      "I-class_type",
+      "B-flight_time",
+      "B-cost_relative",
+      "I-cost_relative",
+      "B-depart_date.day_name",
+      "B-toloc.airport_name",
+      "I-toloc.airport_name",
+      "B-transport_type",
+      "I-transport_type",
+      "B-arrive_time.time_relative",
+      "B-arrive_time.time",
+      "I-arrive_time.time",
+      "B-arrive_date.day_name",
+      "B-or",
+      "B-economy",
+      "I-economy",
+      "B-depart_date.month_name",
+      "B-depart_date.day_number",
+      "B-fromloc.airport_name",
+      "I-fromloc.airport_name",
+      "B-airport_name",
+      "I-airport_name",
+      "B-fare_amount",
+      "I-fare_amount",
+      "B-round_trip",
+      "I-round_trip",
+      "B-fare_basis_code",
+      "B-toloc.state_code",
+      "B-restriction_code",
+      "B-stoploc.city_name",
+      "I-stoploc.city_name",
+      "I-depart_time.period_of_day",
+      "B-fromloc.state_name",
+      "B-toloc.state_name",
+      "B-flight_mod",
+      "B-toloc.airport_code",
+      "B-mod",
+      "B-depart_date.year",
+      "I-flight_time",
+      "B-airport_code",
+      "B-fromloc.airport_code",
+      "B-arrive_date.month_name",
+      "B-arrive_date.day_number",
+      "B-depart_date.date_relative",
+      "I-depart_date.day_number",
+      "B-state_code",
+      "B-flight_stop",
+      "B-depart_time.start_time",
+      "B-depart_time.end_time",
+      "B-depart_date.today_relative",
+      "B-day_name",
+      "B-month_name",
+      "B-day_number",
+      "B-meal_description",
+      "I-meal_description",
+      "I-restriction_code",
+      "B-fromloc.state_code",
+      "I-arrive_date.day_number",
+      "B-arrive_time.start_time",
+      "I-arrive_time.start_time",
+      "B-arrive_time.end_time",
+      "I-arrive_time.end_time",
+      "B-meal_code",
+      "I-flight_mod",
+      "B-days_code",
+      "B-today_relative",
+      "I-today_relative",
+      "B-time",
+      "B-flight_days",
+      "B-connect",
+      "B-period_of_day",
+      "I-meal_code",
+      "B-time_relative",
+      "I-time",
+      "B-arrive_time.period_of_day",
+      "B-return_date.month_name",
+      "B-return_date.day_number",
+      "I-toloc.state_name",
+      "B-state_name",
+      "B-depart_time.period_mod",
+      "I-arrive_time.period_of_day",
+      "I-flight_stop",
+      "I-depart_date.today_relative",
+      "I-fromloc.state_name",
+      "I-depart_time.end_time",
+      "B-arrive_date.date_relative",
+      "B-return_date.date_relative",
+      "I-depart_time.start_time",
+      "B-stoploc.state_code",
+      "I-depart_time.time_relative",
+      "B-stoploc.airport_name",
+      "B-arrive_time.period_mod",
+      "B-toloc.country_name"
+    ]
+  },
+  "_label2id": {
+    "intent": {
+      "atis_abbreviation": 0,
+      "atis_aircraft": 4,
+      "atis_airfare": 15,
+      "atis_airline": 16,
+      "atis_airport": 1,
+      "atis_capacity": 3,
+      "atis_cheapest": 11,
+      "atis_city": 2,
+      "atis_distance": 13,
+      "atis_flight": 12,
+      "atis_flight_no": 8,
+      "atis_flight_time": 9,
+      "atis_ground_fare": 10,
+      "atis_ground_service": 5,
+      "atis_meal": 6,
+      "atis_quantity": 7,
+      "atis_restriction": 14
+    },
+    "slot": {
+      "B-aircraft_code": 4,
+      "B-airline_code": 1,
+      "B-airline_name": 2,
+      "B-airport_code": 57,
+      "B-airport_name": 38,
+      "B-arrive_date.date_relative": 103,
+      "B-arrive_date.day_name": 30,
+      "B-arrive_date.day_number": 60,
+      "B-arrive_date.month_name": 59,
+      "B-arrive_time.end_time": 78,
+      "B-arrive_time.period_mod": 109,
+      "B-arrive_time.period_of_day": 92,
+      "B-arrive_time.start_time": 76,
+      "B-arrive_time.time": 28,
+      "B-arrive_time.time_relative": 27,
+      "B-city_name": 5,
+      "B-class_type": 17,
+      "B-connect": 87,
+      "B-cost_relative": 20,
+      "B-day_name": 68,
+      "B-day_number": 70,
+      "B-days_code": 82,
+      "B-depart_date.date_relative": 61,
+      "B-depart_date.day_name": 22,
+      "B-depart_date.day_number": 35,
+      "B-depart_date.month_name": 34,
+      "B-depart_date.today_relative": 67,
+      "B-depart_date.year": 55,
+      "B-depart_time.end_time": 66,
+      "B-depart_time.period_mod": 97,
+      "B-depart_time.period_of_day": 16,
+      "B-depart_time.start_time": 65,
+      "B-depart_time.time": 14,
+      "B-depart_time.time_relative": 13,
+      "B-economy": 32,
+      "B-fare_amount": 40,
+      "B-fare_basis_code": 44,
+      "B-flight_days": 86,
+      "B-flight_mod": 52,
+      "B-flight_number": 8,
+      "B-flight_stop": 64,
+      "B-flight_time": 19,
+      "B-fromloc.airport_code": 58,
+      "B-fromloc.airport_name": 36,
+      "B-fromloc.city_name": 9,
+      "B-fromloc.state_code": 74,
+      "B-fromloc.state_name": 50,
+      "B-meal": 7,
+      "B-meal_code": 80,
+      "B-meal_description": 71,
+      "B-mod": 54,
+      "B-month_name": 69,
+      "B-or": 31,
+      "B-period_of_day": 88,
+      "B-restriction_code": 46,
+      "B-return_date.date_relative": 104,
+      "B-return_date.day_number": 94,
+      "B-return_date.month_name": 93,
+      "B-round_trip": 42,
+      "B-state_code": 63,
+      "B-state_name": 96,
+      "B-stoploc.airport_name": 108,
+      "B-stoploc.city_name": 47,
+      "B-stoploc.state_code": 106,
+      "B-time": 85,
+      "B-time_relative": 90,
+      "B-today_relative": 83,
+      "B-toloc.airport_code": 53,
+      "B-toloc.airport_name": 23,
+      "B-toloc.city_name": 11,
+      "B-toloc.country_name": 110,
+      "B-toloc.state_code": 45,
+      "B-toloc.state_name": 51,
+      "B-transport_type": 25,
+      "I-airline_name": 3,
+      "I-airport_name": 39,
+      "I-arrive_date.day_number": 75,
+      "I-arrive_time.end_time": 79,
+      "I-arrive_time.period_of_day": 98,
+      "I-arrive_time.start_time": 77,
+      "I-arrive_time.time": 29,
+      "I-city_name": 6,
+      "I-class_type": 18,
+      "I-cost_relative": 21,
+      "I-depart_date.day_number": 62,
+      "I-depart_date.today_relative": 100,
+      "I-depart_time.end_time": 102,
+      "I-depart_time.period_of_day": 49,
+      "I-depart_time.start_time": 105,
+      "I-depart_time.time": 15,
+      "I-depart_time.time_relative": 107,
+      "I-economy": 33,
+      "I-fare_amount": 41,
+      "I-flight_mod": 81,
+      "I-flight_stop": 99,
+      "I-flight_time": 56,
+      "I-fromloc.airport_name": 37,
+      "I-fromloc.city_name": 10,
+      "I-fromloc.state_name": 101,
+      "I-meal_code": 89,
+      "I-meal_description": 72,
+      "I-restriction_code": 73,
+      "I-round_trip": 43,
+      "I-stoploc.city_name": 48,
+      "I-time": 91,
+      "I-today_relative": 84,
+      "I-toloc.airport_name": 24,
+      "I-toloc.city_name": 12,
+      "I-toloc.state_name": 95,
+      "I-transport_type": 26,
+      "O": 0
+    }
+  },
+  "_name_or_path": "OpenSLUv1",
+  "_num_labels": {
+    "intent": 17,
+    "slot": 111
+  },
+  "architectures": [
+    "PretrainedModelForSLUToSave"
+  ],
+  "is_decoder": true,
+  "model": {
+    "_model_target_": "model.OpenSLUModel",
+    "decoder": {
+      "_model_target_": "model.decoder.AGIFDecoder",
+      "intent_classifier": {
+        "_model_target_": "model.decoder.classifier.MLPClassifier",
+        "dropout_rate": 0.4,
+        "ignore_index": -100,
+        "input_dim": 384,
+        "intent_label_num": 17,
+        "loss_fn": {
+          "_model_target_": "torch.nn.BCEWithLogitsLoss"
+        },
+        "mlp": [
+          {
+            "_model_target_": "torch.nn.Linear",
+            "in_features": "{model.encoder.output_dim}",
+            "out_features": 256
+          },
+          {
+            "_model_target_": "torch.nn.LeakyReLU",
+            "negative_slope": 0.2
+          },
+          {
+            "_model_target_": "torch.nn.Linear",
+            "in_features": 256,
+            "out_features": "{base.intent_label_num}"
+          }
+        ],
+        "mode": "intent",
+        "multi_threshold": 0.5,
+        "return_sentence_level": true,
+        "use_intent": true,
+        "use_multi": "{base.multi_intent}",
+        "weight": 0.3
+      },
+      "interaction": {
+        "_model_target_": "model.decoder.interaction.AGIFInteraction",
+        "alpha": 0.2,
+        "dropout_rate": 0.4,
+        "hidden_dim": 128,
+        "input_dim": "{model.encoder.output_dim}",
+        "intent_embedding_dim": 128,
+        "num_heads": 4,
+        "num_layers": 2,
+        "output_dim": "{model.decoder.interaction.intent_embedding_dim}",
+        "row_normalized": true
+      },
+      "slot_classifier": {
+        "_model_target_": "model.decoder.classifier.AutoregressiveLSTMClassifier",
+        "bidirectional": false,
+        "dropout_rate": 0.4,
+        "embedding_dim": 128,
+        "force_ratio": 0.9,
+        "hidden_dim": "{model.decoder.interaction.intent_embedding_dim}",
+        "ignore_index": -100,
+        "input_dim": "{model.encoder.output_dim}",
+        "layer_num": 1,
+        "mode": "slot",
+        "multi_threshold": 0.5,
+        "return_sentence_level": false,
+        "slot_label_num": 111,
+        "use_multi": false,
+        "use_slot": true,
+        "weight": 0.7
+      }
+    },
+    "encoder": {
+      "_model_target_": "model.encoder.AutoEncoder",
+      "attention": {
+        "dropout_rate": 0.4,
+        "hidden_dim": 1024,
+        "output_dim": 128
+      },
+      "embedding": {
+        "dropout_rate": 0.4,
+        "embedding_dim": 128
+      },
+      "encoder_name": "self-attention-lstm",
+      "lstm": {
+        "bidirectional": true,
+        "dropout_rate": 0.4,
+        "layer_num": 1,
+        "output_dim": 256
+      },
+      "output_dim": 384,
+      "return_sentence_level_hidden": true,
+      "return_with_input": true,
+      "unflat_attention": {
+        "dropout_rate": 0.4
+      }
+    }
+  },
+  "return_dict": false,
+  "tokenizer_class": "OpenSLUv1",
+  "torch_dtype": "float32",
+  "transformers_version": "4.25.1",
+  "vocab_size": 790
+}

pytorch_model.bin

@@ -0,0 +1,3 @@
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+oid sha256:f6e60fa2a64b89d3e58ef15156a539842a6038b38a34c7157ec7113915ddc155
+size 4030475

tokenizer.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5435e3d70b344234613dbde8264bbcd6c4a1c990b3848a0801907aa0d5426361
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