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"framework": "pytorch",
"task": "named-entity-recognition",
"model": {
"type": "token-classification-for-ner",
"id2label": {
"0": "B-assist",
"1": "B-cellno",
"2": "B-city",
"3": "B-community",
"4": "B-devzone",
"5": "B-distance",
"6": "B-district",
"7": "B-floorno",
"8": "B-houseno",
"9": "B-intersection",
"10": "B-poi",
"11": "B-prov",
"12": "B-road",
"13": "B-roadno",
"14": "B-subpoi",
"15": "B-town",
"16": "B-village_group",
"17": "E-assist",
"18": "E-cellno",
"19": "E-city",
"20": "E-community",
"21": "E-devzone",
"22": "E-distance",
"23": "E-district",
"24": "E-floorno",
"25": "E-houseno",
"26": "E-intersection",
"27": "E-poi",
"28": "E-prov",
"29": "E-road",
"30": "E-roadno",
"31": "E-subpoi",
"32": "E-town",
"33": "E-village_group",
"34": "I-assist",
"35": "I-cellno",
"36": "I-city",
"37": "I-community",
"38": "I-devzone",
"39": "I-distance",
"40": "I-district",
"41": "I-floorno",
"42": "I-houseno",
"43": "I-intersection",
"44": "I-poi",
"45": "I-prov",
"46": "I-road",
"47": "I-roadno",
"48": "I-subpoi",
"49": "I-town",
"50": "I-village_group",
"51": "O",
"52": "S-assist",
"53": "S-community",
"54": "S-district",
"55": "S-intersection",
"56": "S-poi"
},
"backbone": {
"type": "bert",
"prefix": "bert",
"attention_probs_dropout_prob": 0.1,
"classifier_dropout": null,
"directionality": "bidi",
"encoder_width": 256,
"finetuning_task": "ner",
"fusion_layer": 2,
"gis_embedding": 0,
"hidden_act": "gelu",
"hidden_dropout_prob": 0.1,
"hidden_size": 768,
"initializer_range": 0.02,
"intermediate_size": 3072,
"layer_norm_eps": 1e-12,
"max_position_embeddings": 512,
"model_type": "bert",
"num_attention_heads": 12,
"num_hidden_layers": 12,
"pad_token_id": 0,
"pooler_fc_size": 768,
"pooler_num_attention_heads": 12,
"pooler_num_fc_layers": 3,
"pooler_size_per_head": 128,
"pooler_type": "first_token_transform",
"position_embedding_type": "absolute",
"torch_dtype": "float32",
"transformers_version": "4.24.0",
"type_vocab_size": 2,
"use_cache": true,
"vocab_size": 21128
},
"head": {
"type": "token-classification",
"hidden_dropout_prob": 0.1,
"hidden_size": 768
}
},
"pipeline": {
"type": "named-entity-recognition"
}
}
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