model update

config.json

@@ -1,5 +1,5 @@
 {
-  "_name_or_path": "cner_output/model/random_split/bertweet_base/best_model",
+  "_name_or_path": "vinai/bertweet-base",
   "adapters": {
     "adapters": {},
     "config_map": {},

eval/metric.json

@@ -0,0 +1 @@
+{"random.dev": {"micro/f1": 0.6552217453505008, "micro/f1_ci": {}, "micro/recall": 0.611318739989322, "micro/precision": 0.7059186189889026, "macro/f1": 0.5988762510196898, "macro/f1_ci": {}, "macro/recall": 0.5542334451605068, "macro/precision": 0.6593285098237874, "per_entity_metric": {"corporation": {"f1": 0.5209580838323353, "f1_ci": {}, "precision": 0.6170212765957447, "recall": 0.45077720207253885}, "creative_work": {"f1": 0.50187265917603, "f1_ci": {}, "precision": 0.638095238095238, "recall": 0.41358024691358025}, "event": {"f1": 0.38875878220140514, "f1_ci": {}, "precision": 0.45604395604395603, "recall": 0.33877551020408164}, "group": {"f1": 0.6428571428571428, "f1_ci": {}, "precision": 0.6625766871165644, "recall": 0.6242774566473989}, "location": {"f1": 0.637223974763407, "f1_ci": {}, "precision": 0.6558441558441559, "recall": 0.6196319018404908}, "person": {"f1": 0.8627819548872181, "f1_ci": {}, "precision": 0.864406779661017, "recall": 0.8611632270168855}, "product": {"f1": 0.6376811594202898, "f1_ci": {}, "precision": 0.7213114754098361, "recall": 0.5714285714285714}}}, "2021.test": {"micro/f1": 0.6555135815794207, "micro/f1_ci": {"90": [0.6458952197843215, 0.6643997426393443], "95": [0.6443089692503373, 0.6658257158915145]}, "micro/recall": 0.6320536540240518, "micro/precision": 0.6807821646531323, "macro/f1": 0.5958197063152341, "macro/f1_ci": {"90": [0.585785434411046, 0.6053748531850129], "95": [0.5838402026896898, 0.6072114575354797]}, "macro/recall": 0.5736622995381765, "macro/precision": 0.6249946723205074, "per_entity_metric": {"corporation": {"f1": 0.49599012954966076, "f1_ci": {"90": [0.46883518739617464, 0.522878197204526], "95": [0.4619099785663253, 0.5290631359930873]}, "precision": 0.5575589459084604, "recall": 0.44666666666666666}, "creative_work": {"f1": 0.40063091482649843, "f1_ci": {"90": [0.36874728260869566, 0.43303929430633514], "95": [0.3629171852523146, 0.43848724048960525]}, "precision": 0.4729981378026071, "recall": 0.34746922024623805}, "event": {"f1": 0.47287615148413514, "f1_ci": {"90": [0.44740757125719577, 0.49634094981119414], "95": [0.4430748367654445, 0.5009967828889779]}, "precision": 0.5403508771929825, "recall": 0.42038216560509556}, "group": {"f1": 0.6206664422753282, "f1_ci": {"90": [0.5997751796772071, 0.6415149815388977], "95": [0.5964844757099186, 0.6457991975341445]}, "precision": 0.6345492085340675, "recall": 0.6073781291172595}, "location": {"f1": 0.6798096532970768, "f1_ci": {"90": [0.6518312969865437, 0.7069473970234486], "95": [0.6458321283960411, 0.7113758984903604]}, "precision": 0.6622516556291391, "recall": 0.6983240223463687}, "person": {"f1": 0.8351528384279476, "f1_ci": {"90": [0.8242736044555532, 0.8456305452479886], "95": [0.8225215199841636, 0.8476744109543876]}, "precision": 0.8243534482758621, "recall": 0.8462389380530974}, "product": {"f1": 0.6656118143459916, "f1_ci": {"90": [0.6426097657451765, 0.6862539349422875], "95": [0.6373492325760903, 0.6910826330952685]}, "precision": 0.6829004329004329, "recall": 0.6491769547325102}}}, "2020.test": {"micro/f1": 0.6389047347404451, "micro/f1_ci": {"90": [0.6187593935345156, 0.6584639871206162], "95": [0.6145490760162841, 0.6627502292906674]}, "micro/recall": 0.5812143227815257, "micro/precision": 0.7093096896770108, "macro/f1": 0.586121467459777, "macro/f1_ci": {"90": [0.5621903624073958, 0.6070822851718417], "95": [0.5579615035485642, 0.6117235352428714]}, "macro/recall": 0.5294767225396645, "macro/precision": 0.6621669635440725, "per_entity_metric": {"corporation": {"f1": 0.5438066465256798, "f1_ci": {"90": [0.4757904290634208, 0.6006616735627367], "95": [0.4604531711048777, 0.6162243446453973]}, "precision": 0.6428571428571429, "recall": 0.4712041884816754}, "creative_work": {"f1": 0.45051194539249145, "f1_ci": {"90": [0.3833661885663789, 0.5145250175345909], "95": [0.3745328676905309, 0.5244931327665141]}, "precision": 0.5789473684210527, "recall": 0.3687150837988827}, "event": {"f1": 0.4197002141327623, "f1_ci": {"90": [0.3664302564646572, 0.46942169328928907], "95": [0.35712632275132267, 0.47826311071268485]}, "precision": 0.48514851485148514, "recall": 0.36981132075471695}, "group": {"f1": 0.5588235294117647, "f1_ci": {"90": [0.5081523214770568, 0.6080405121136144], "95": [0.49904922344448926, 0.6185954944178629]}, "precision": 0.6523605150214592, "recall": 0.4887459807073955}, "location": {"f1": 0.6602564102564102, "f1_ci": {"90": [0.5993669608811564, 0.7197252248114239], "95": [0.5878272065772066, 0.7295617970622579]}, "precision": 0.7006802721088435, "recall": 0.6242424242424243}, "person": {"f1": 0.8336192109777015, "f1_ci": {"90": [0.8076141024001363, 0.8562484124105687], "95": [0.8038348561764808, 0.8596338619451357]}, "precision": 0.8526315789473684, "recall": 0.8154362416107382}, "product": {"f1": 0.6361323155216285, "f1_ci": {"90": [0.5794345441276866, 0.6856165902940188], "95": [0.5674891662127922, 0.6944029017164559]}, "precision": 0.7225433526011561, "recall": 0.5681818181818182}}}, "2021.test (span detection)": {"micro/f1": 0.7780043175821539, "micro/f1_ci": {}, "micro/recall": 0.7502023823291315, "micro/precision": 0.8079461950429693, "macro/f1": 0.7780043175821539, "macro/f1_ci": {}, "macro/recall": 0.7502023823291315, "macro/precision": 0.8079461950429693}, "2020.test (span detection)": {"micro/f1": 0.7438676554478039, "micro/f1_ci": {}, "micro/recall": 0.6766995329527763, "micro/precision": 0.8258391386953768, "macro/f1": 0.7438676554478039, "macro/f1_ci": {}, "macro/recall": 0.6766995329527763, "macro/precision": 0.8258391386953768}}

tokenizer_config.json

@@ -1 +1 @@
-{"normalization": false, "bos_token": "<s>", "eos_token": "</s>", "sep_token": "</s>", "cls_token": "<s>", "unk_token": "<unk>", "pad_token": "<pad>", "mask_token": "<mask>", "model_max_length": 128, "special_tokens_map_file": null, "tokenizer_file": "/home/asahi/.cache/huggingface/transformers/549c8736388597bc4ccbbca97be7bc091a27b816ae34580c9c2b8dc43f33a8c4.12538392330240b275346001c954eab08a351a0c0f8d2757c7ef9c8e555dfbe0", "name_or_path": "cner_output/model/random_split/bertweet_base/best_model", "tokenizer_class": "BertweetTokenizer"}
+{"normalization": false, "bos_token": "<s>", "eos_token": "</s>", "sep_token": "</s>", "cls_token": "<s>", "unk_token": "<unk>", "pad_token": "<pad>", "mask_token": "<mask>", "model_max_length": 128, "special_tokens_map_file": null, "tokenizer_file": "/home/asahi/.cache/huggingface/transformers/549c8736388597bc4ccbbca97be7bc091a27b816ae34580c9c2b8dc43f33a8c4.12538392330240b275346001c954eab08a351a0c0f8d2757c7ef9c8e555dfbe0", "name_or_path": "vinai/bertweet-base", "tokenizer_class": "BertweetTokenizer"}

trainer_config.json

@@ -0,0 +1 @@
+{"data_split": "random.train", "model": "vinai/bertweet-base", "crf": true, "max_length": 128, "epoch": 30, "batch_size": 32, "lr": 0.0001, "random_seed": 0, "gradient_accumulation_steps": 1, "weight_decay": 1e-07, "lr_warmup_step_ratio": 0.3, "max_grad_norm": 1}