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{
"_name_or_path": "bert-base-uncased",
"_num_labels": 31,
"architectures": [
"BertForSequenceClassification"
],
"attention_probs_dropout_prob": 0.1,
"classifier_dropout": null,
"gradient_checkpointing": false,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 768,
"id2label": {
"0": "Arrow, Triangle, Circle, Letter, Numeral, Symbol and Sundries",
"1": "Binder",
"2": "Cable",
"3": "Catman Other Adjustment",
"4": "Cold Milling",
"5": "Disposal of Acceptable/Unacceptable Material",
"6": "Drain/Service Duct In Trench",
"7": "Erection & Dismantling of Temporary Accommodation/Facilities (All Types)",
"8": "Excavate And Replace Filter Material/Recycle Filter Material",
"9": "Excavation",
"10": "General TM Item",
"11": "Information boards",
"12": "Joint/Termination",
"13": "Line, Ancillary Line, Solid Area",
"14": "Loop Detector Installation",
"15": "Minimum Lining Visit Charge",
"16": "Node Marker",
"17": "PCC Kerb",
"18": "Provision of Mobile Welfare Facilities",
"19": "Removal of Deformable Safety Fence",
"20": "Removal of Line, Ancillary Line, Solid Area",
"21": "Removal of Traffic Sign and post(s)",
"22": "Road Stud",
"23": "Safety Barrier Or Bifurcation (Non-Concrete)",
"24": "Servicing of Temporary Accommodation/Facilities (All Types) (day)",
"25": "Tack Coat",
"26": "Temporary Road Markings",
"27": "Thin Surface Course",
"28": "Traffic Sign - Unknown specification",
"29": "Vegetation Clearance/Weed Control (m2)",
"30": "Others"
},
"initializer_range": 0.02,
"intermediate_size": 3072,
"label2id": {
"Arrow, Triangle, Circle, Letter, Numeral, Symbol and Sundries": 0,
"Binder": 1,
"Cable": 2,
"Catman Other Adjustment": 3,
"Cold Milling": 4,
"Disposal of Acceptable/Unacceptable Material": 5,
"Drain/Service Duct In Trench": 6,
"Erection & Dismantling of Temporary Accommodation/Facilities (All Types)": 7,
"Excavate And Replace Filter Material/Recycle Filter Material": 8,
"Excavation": 9,
"General TM Item": 10,
"Information boards": 11,
"Joint/Termination": 12,
"Line, Ancillary Line, Solid Area": 13,
"Loop Detector Installation": 14,
"Minimum Lining Visit Charge": 15,
"Node Marker": 16,
"Others": 30,
"PCC Kerb": 17,
"Provision of Mobile Welfare Facilities": 18,
"Removal of Deformable Safety Fence": 19,
"Removal of Line, Ancillary Line, Solid Area": 20,
"Removal of Traffic Sign and post(s)": 21,
"Road Stud": 22,
"Safety Barrier Or Bifurcation (Non-Concrete)": 23,
"Servicing of Temporary Accommodation/Facilities (All Types) (day)": 24,
"Tack Coat": 25,
"Temporary Road Markings": 26,
"Thin Surface Course": 27,
"Traffic Sign - Unknown specification": 28,
"Vegetation Clearance/Weed Control (m2)": 29
},
"layer_norm_eps": 1e-12,
"max_position_embeddings": 512,
"model_type": "bert",
"num_attention_heads": 12,
"num_hidden_layers": 12,
"pad_token_id": 0,
"position_embedding_type": "absolute",
"problem_type": "single_label_classification",
"torch_dtype": "float32",
"transformers_version": "4.20.1",
"type_vocab_size": 2,
"use_cache": true,
"vocab_size": 30522
}