| { | |
| "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" | |
| } | |
| } | |