{ "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" } }