| { |
| "Avg. Length": 99.17900753442453, |
| "_name_or_path": "../models/envbert/", |
| "architectures": [ |
| "BertCRF" |
| ], |
| "attention_probs_dropout_prob": 0.1, |
| "classifier_dropout": null, |
| "contact": "bi.huaibin@foxmail.com", |
| "counter": { |
| "a": 1366, |
| "act": 1337, |
| "animal": 285, |
| "b": 2359, |
| "c": 180, |
| "code": 300, |
| "com": 201, |
| "conj": 6814, |
| "d": 3921, |
| "desease": 650, |
| "doc": 940, |
| "env": 3012, |
| "event": 169, |
| "f": 2095, |
| "gov": 729, |
| "group": 533, |
| "hy": 562, |
| "ins": 555, |
| "loc": 1566, |
| "m": 2608, |
| "means": 969, |
| "med": 1641, |
| "meet": 199, |
| "microbe": 296, |
| "n": 4565, |
| "ord": 727, |
| "org": 109, |
| "p": 3171, |
| "per": 223, |
| "phe": 671, |
| "plant": 370, |
| "pol": 3945, |
| "policy": 626, |
| "pro": 466, |
| "q": 1851, |
| "r": 1742, |
| "time": 960, |
| "u": 5949, |
| "v": 12564, |
| "vn": 2884, |
| "w": 10260, |
| "xc": 129 |
| }, |
| "directionality": "bidi", |
| "entities": [ |
| "doc", |
| "d", |
| "v", |
| "meet", |
| "w", |
| "conj", |
| "group", |
| "env", |
| "time", |
| "u", |
| "gov", |
| "act", |
| "a", |
| "n", |
| "pro", |
| "loc", |
| "med", |
| "vn", |
| "event", |
| "per", |
| "c", |
| "m", |
| "phe", |
| "pol", |
| "f", |
| "p", |
| "com", |
| "policy", |
| "ord", |
| "q", |
| "r", |
| "desease", |
| "b", |
| "ins", |
| "means", |
| "org", |
| "microbe", |
| "hy", |
| "plant", |
| "xc", |
| "code", |
| "animal" |
| ], |
| "entity2id": { |
| "a": 12, |
| "act": 11, |
| "animal": 41, |
| "b": 32, |
| "c": 20, |
| "code": 40, |
| "com": 26, |
| "conj": 5, |
| "d": 1, |
| "desease": 31, |
| "doc": 0, |
| "env": 7, |
| "event": 18, |
| "f": 24, |
| "gov": 10, |
| "group": 6, |
| "hy": 37, |
| "ins": 33, |
| "loc": 15, |
| "m": 21, |
| "means": 34, |
| "med": 16, |
| "meet": 3, |
| "microbe": 36, |
| "n": 13, |
| "ord": 28, |
| "org": 35, |
| "p": 25, |
| "per": 19, |
| "phe": 22, |
| "plant": 38, |
| "pol": 23, |
| "policy": 27, |
| "pro": 14, |
| "q": 29, |
| "r": 30, |
| "time": 8, |
| "u": 9, |
| "v": 2, |
| "vn": 17, |
| "w": 4, |
| "xc": 39 |
| }, |
| "hidden_act": "gelu", |
| "hidden_dropout_prob": 0.1, |
| "hidden_size": 768, |
| "id2entity": { |
| "0": "doc", |
| "1": "d", |
| "2": "v", |
| "3": "meet", |
| "4": "w", |
| "5": "conj", |
| "6": "group", |
| "7": "env", |
| "8": "time", |
| "9": "u", |
| "10": "gov", |
| "11": "act", |
| "12": "a", |
| "13": "n", |
| "14": "pro", |
| "15": "loc", |
| "16": "med", |
| "17": "vn", |
| "18": "event", |
| "19": "per", |
| "20": "c", |
| "21": "m", |
| "22": "phe", |
| "23": "pol", |
| "24": "f", |
| "25": "p", |
| "26": "com", |
| "27": "policy", |
| "28": "ord", |
| "29": "q", |
| "30": "r", |
| "31": "desease", |
| "32": "b", |
| "33": "ins", |
| "34": "means", |
| "35": "org", |
| "36": "microbe", |
| "37": "hy", |
| "38": "plant", |
| "39": "xc", |
| "40": "code", |
| "41": "animal" |
| }, |
| "id2label": { |
| "0": "O", |
| "1": "B-doc", |
| "2": "I-doc", |
| "3": "E-doc", |
| "4": "S-doc", |
| "5": "B-d", |
| "6": "I-d", |
| "7": "E-d", |
| "8": "S-d", |
| "9": "B-v", |
| "10": "I-v", |
| "11": "E-v", |
| "12": "S-v", |
| "13": "B-meet", |
| "14": "I-meet", |
| "15": "E-meet", |
| "16": "S-meet", |
| "17": "B-w", |
| "18": "I-w", |
| "19": "E-w", |
| "20": "S-w", |
| "21": "B-conj", |
| "22": "I-conj", |
| "23": "E-conj", |
| "24": "S-conj", |
| "25": "B-group", |
| "26": "I-group", |
| "27": "E-group", |
| "28": "S-group", |
| "29": "B-env", |
| "30": "I-env", |
| "31": "E-env", |
| "32": "S-env", |
| "33": "B-time", |
| "34": "I-time", |
| "35": "E-time", |
| "36": "S-time", |
| "37": "B-u", |
| "38": "I-u", |
| "39": "E-u", |
| "40": "S-u", |
| "41": "B-gov", |
| "42": "I-gov", |
| "43": "E-gov", |
| "44": "S-gov", |
| "45": "B-act", |
| "46": "I-act", |
| "47": "E-act", |
| "48": "S-act", |
| "49": "B-a", |
| "50": "I-a", |
| "51": "E-a", |
| "52": "S-a", |
| "53": "B-n", |
| "54": "I-n", |
| "55": "E-n", |
| "56": "S-n", |
| "57": "B-pro", |
| "58": "I-pro", |
| "59": "E-pro", |
| "60": "S-pro", |
| "61": "B-loc", |
| "62": "I-loc", |
| "63": "E-loc", |
| "64": "S-loc", |
| "65": "B-med", |
| "66": "I-med", |
| "67": "E-med", |
| "68": "S-med", |
| "69": "B-vn", |
| "70": "I-vn", |
| "71": "E-vn", |
| "72": "S-vn", |
| "73": "B-event", |
| "74": "I-event", |
| "75": "E-event", |
| "76": "S-event", |
| "77": "B-per", |
| "78": "I-per", |
| "79": "E-per", |
| "80": "S-per", |
| "81": "B-c", |
| "82": "I-c", |
| "83": "E-c", |
| "84": "S-c", |
| "85": "B-m", |
| "86": "I-m", |
| "87": "E-m", |
| "88": "S-m", |
| "89": "B-phe", |
| "90": "I-phe", |
| "91": "E-phe", |
| "92": "S-phe", |
| "93": "B-pol", |
| "94": "I-pol", |
| "95": "E-pol", |
| "96": "S-pol", |
| "97": "B-f", |
| "98": "I-f", |
| "99": "E-f", |
| "100": "S-f", |
| "101": "B-p", |
| "102": "I-p", |
| "103": "E-p", |
| "104": "S-p", |
| "105": "B-com", |
| "106": "I-com", |
| "107": "E-com", |
| "108": "S-com", |
| "109": "B-policy", |
| "110": "I-policy", |
| "111": "E-policy", |
| "112": "S-policy", |
| "113": "B-ord", |
| "114": "I-ord", |
| "115": "E-ord", |
| "116": "S-ord", |
| "117": "B-q", |
| "118": "I-q", |
| "119": "E-q", |
| "120": "S-q", |
| "121": "B-r", |
| "122": "I-r", |
| "123": "E-r", |
| "124": "S-r", |
| "125": "B-desease", |
| "126": "I-desease", |
| "127": "E-desease", |
| "128": "S-desease", |
| "129": "B-b", |
| "130": "I-b", |
| "131": "E-b", |
| "132": "S-b", |
| "133": "B-ins", |
| "134": "I-ins", |
| "135": "E-ins", |
| "136": "S-ins", |
| "137": "B-means", |
| "138": "I-means", |
| "139": "E-means", |
| "140": "S-means", |
| "141": "B-org", |
| "142": "I-org", |
| "143": "E-org", |
| "144": "S-org", |
| "145": "B-microbe", |
| "146": "I-microbe", |
| "147": "E-microbe", |
| "148": "S-microbe", |
| "149": "B-hy", |
| "150": "I-hy", |
| "151": "E-hy", |
| "152": "S-hy", |
| "153": "B-plant", |
| "154": "I-plant", |
| "155": "E-plant", |
| "156": "S-plant", |
| "157": "B-xc", |
| "158": "I-xc", |
| "159": "E-xc", |
| "160": "S-xc", |
| "161": "B-code", |
| "162": "I-code", |
| "163": "E-code", |
| "164": "S-code", |
| "165": "B-animal", |
| "166": "I-animal", |
| "167": "E-animal", |
| "168": "S-animal" |
| }, |
| "initializer_range": 0.02, |
| "intermediate_size": 3072, |
| "jieba": false, |
| "key_metric": "macro_f1", |
| "label2id": { |
| "B-a": 49, |
| "B-act": 45, |
| "B-animal": 165, |
| "B-b": 129, |
| "B-c": 81, |
| "B-code": 161, |
| "B-com": 105, |
| "B-conj": 21, |
| "B-d": 5, |
| "B-desease": 125, |
| "B-doc": 1, |
| "B-env": 29, |
| "B-event": 73, |
| "B-f": 97, |
| "B-gov": 41, |
| "B-group": 25, |
| "B-hy": 149, |
| "B-ins": 133, |
| "B-loc": 61, |
| "B-m": 85, |
| "B-means": 137, |
| "B-med": 65, |
| "B-meet": 13, |
| "B-microbe": 145, |
| "B-n": 53, |
| "B-ord": 113, |
| "B-org": 141, |
| "B-p": 101, |
| "B-per": 77, |
| "B-phe": 89, |
| "B-plant": 153, |
| "B-pol": 93, |
| "B-policy": 109, |
| "B-pro": 57, |
| "B-q": 117, |
| "B-r": 121, |
| "B-time": 33, |
| "B-u": 37, |
| "B-v": 9, |
| "B-vn": 69, |
| "B-w": 17, |
| "B-xc": 157, |
| "E-a": 51, |
| "E-act": 47, |
| "E-animal": 167, |
| "E-b": 131, |
| "E-c": 83, |
| "E-code": 163, |
| "E-com": 107, |
| "E-conj": 23, |
| "E-d": 7, |
| "E-desease": 127, |
| "E-doc": 3, |
| "E-env": 31, |
| "E-event": 75, |
| "E-f": 99, |
| "E-gov": 43, |
| "E-group": 27, |
| "E-hy": 151, |
| "E-ins": 135, |
| "E-loc": 63, |
| "E-m": 87, |
| "E-means": 139, |
| "E-med": 67, |
| "E-meet": 15, |
| "E-microbe": 147, |
| "E-n": 55, |
| "E-ord": 115, |
| "E-org": 143, |
| "E-p": 103, |
| "E-per": 79, |
| "E-phe": 91, |
| "E-plant": 155, |
| "E-pol": 95, |
| "E-policy": 111, |
| "E-pro": 59, |
| "E-q": 119, |
| "E-r": 123, |
| "E-time": 35, |
| "E-u": 39, |
| "E-v": 11, |
| "E-vn": 71, |
| "E-w": 19, |
| "E-xc": 159, |
| "I-a": 50, |
| "I-act": 46, |
| "I-animal": 166, |
| "I-b": 130, |
| "I-c": 82, |
| "I-code": 162, |
| "I-com": 106, |
| "I-conj": 22, |
| "I-d": 6, |
| "I-desease": 126, |
| "I-doc": 2, |
| "I-env": 30, |
| "I-event": 74, |
| "I-f": 98, |
| "I-gov": 42, |
| "I-group": 26, |
| "I-hy": 150, |
| "I-ins": 134, |
| "I-loc": 62, |
| "I-m": 86, |
| "I-means": 138, |
| "I-med": 66, |
| "I-meet": 14, |
| "I-microbe": 146, |
| "I-n": 54, |
| "I-ord": 114, |
| "I-org": 142, |
| "I-p": 102, |
| "I-per": 78, |
| "I-phe": 90, |
| "I-plant": 154, |
| "I-pol": 94, |
| "I-policy": 110, |
| "I-pro": 58, |
| "I-q": 118, |
| "I-r": 122, |
| "I-time": 34, |
| "I-u": 38, |
| "I-v": 10, |
| "I-vn": 70, |
| "I-w": 18, |
| "I-xc": 158, |
| "O": 0, |
| "S-a": 52, |
| "S-act": 48, |
| "S-animal": 168, |
| "S-b": 132, |
| "S-c": 84, |
| "S-code": 164, |
| "S-com": 108, |
| "S-conj": 24, |
| "S-d": 8, |
| "S-desease": 128, |
| "S-doc": 4, |
| "S-env": 32, |
| "S-event": 76, |
| "S-f": 100, |
| "S-gov": 44, |
| "S-group": 28, |
| "S-hy": 152, |
| "S-ins": 136, |
| "S-loc": 64, |
| "S-m": 88, |
| "S-means": 140, |
| "S-med": 68, |
| "S-meet": 16, |
| "S-microbe": 148, |
| "S-n": 56, |
| "S-ord": 116, |
| "S-org": 144, |
| "S-p": 104, |
| "S-per": 80, |
| "S-phe": 92, |
| "S-plant": 156, |
| "S-pol": 96, |
| "S-policy": 112, |
| "S-pro": 60, |
| "S-q": 120, |
| "S-r": 124, |
| "S-time": 36, |
| "S-u": 40, |
| "S-v": 12, |
| "S-vn": 72, |
| "S-w": 20, |
| "S-xc": 160 |
| }, |
| "labels": [ |
| "O", |
| "B-doc", |
| "I-doc", |
| "E-doc", |
| "S-doc", |
| "B-d", |
| "I-d", |
| "E-d", |
| "S-d", |
| "B-v", |
| "I-v", |
| "E-v", |
| "S-v", |
| "B-meet", |
| "I-meet", |
| "E-meet", |
| "S-meet", |
| "B-w", |
| "I-w", |
| "E-w", |
| "S-w", |
| "B-conj", |
| "I-conj", |
| "E-conj", |
| "S-conj", |
| "B-group", |
| "I-group", |
| "E-group", |
| "S-group", |
| "B-env", |
| "I-env", |
| "E-env", |
| "S-env", |
| "B-time", |
| "I-time", |
| "E-time", |
| "S-time", |
| "B-u", |
| "I-u", |
| "E-u", |
| "S-u", |
| "B-gov", |
| "I-gov", |
| "E-gov", |
| "S-gov", |
| "B-act", |
| "I-act", |
| "E-act", |
| "S-act", |
| "B-a", |
| "I-a", |
| "E-a", |
| "S-a", |
| "B-n", |
| "I-n", |
| "E-n", |
| "S-n", |
| "B-pro", |
| "I-pro", |
| "E-pro", |
| "S-pro", |
| "B-loc", |
| "I-loc", |
| "E-loc", |
| "S-loc", |
| "B-med", |
| "I-med", |
| "E-med", |
| "S-med", |
| "B-vn", |
| "I-vn", |
| "E-vn", |
| "S-vn", |
| "B-event", |
| "I-event", |
| "E-event", |
| "S-event", |
| "B-per", |
| "I-per", |
| "E-per", |
| "S-per", |
| "B-c", |
| "I-c", |
| "E-c", |
| "S-c", |
| "B-m", |
| "I-m", |
| "E-m", |
| "S-m", |
| "B-phe", |
| "I-phe", |
| "E-phe", |
| "S-phe", |
| "B-pol", |
| "I-pol", |
| "E-pol", |
| "S-pol", |
| "B-f", |
| "I-f", |
| "E-f", |
| "S-f", |
| "B-p", |
| "I-p", |
| "E-p", |
| "S-p", |
| "B-com", |
| "I-com", |
| "E-com", |
| "S-com", |
| "B-policy", |
| "I-policy", |
| "E-policy", |
| "S-policy", |
| "B-ord", |
| "I-ord", |
| "E-ord", |
| "S-ord", |
| "B-q", |
| "I-q", |
| "E-q", |
| "S-q", |
| "B-r", |
| "I-r", |
| "E-r", |
| "S-r", |
| "B-desease", |
| "I-desease", |
| "E-desease", |
| "S-desease", |
| "B-b", |
| "I-b", |
| "E-b", |
| "S-b", |
| "B-ins", |
| "I-ins", |
| "E-ins", |
| "S-ins", |
| "B-means", |
| "I-means", |
| "E-means", |
| "S-means", |
| "B-org", |
| "I-org", |
| "E-org", |
| "S-org", |
| "B-microbe", |
| "I-microbe", |
| "E-microbe", |
| "S-microbe", |
| "B-hy", |
| "I-hy", |
| "E-hy", |
| "S-hy", |
| "B-plant", |
| "I-plant", |
| "E-plant", |
| "S-plant", |
| "B-xc", |
| "I-xc", |
| "E-xc", |
| "S-xc", |
| "B-code", |
| "I-code", |
| "E-code", |
| "S-code", |
| "B-animal", |
| "I-animal", |
| "E-animal", |
| "S-animal" |
| ], |
| "layer_norm_eps": 1e-12, |
| "liscence": "Apache Lisence", |
| "max_length": 510, |
| "max_position_embeddings": 512, |
| "model_type": "bert", |
| "ner_encoding": "BIOES", |
| "num_attention_heads": 12, |
| "num_entities": 42, |
| "num_hidden_layers": 12, |
| "num_test_texts": 0, |
| "num_train_texts": 3441, |
| "num_valid_texts": 408, |
| "output_past": true, |
| "package": "envtext", |
| "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", |
| "resampling": true, |
| "resampling_ratio": 4, |
| "torch_dtype": "float32", |
| "transformers_version": "4.22.1", |
| "type_vocab_size": 2, |
| "use_cache": true, |
| "visualizer": "entity", |
| "vocab_size": 21128 |
| } |
|
|
